from IPython.core.display import display, HTML
display(HTML("<style>.container { width:98% !important; }</style>"))
display(HTML("<style>.output_result { max-width:98% !important; }</style>"))
import pandas as pd
import numpy as np
import datetime
from collections import Counter
from tqdm.notebook import tqdm
import nltk
from nltk.corpus import stopwords
from nltk.util import ngrams, bigrams, trigrams
import statistics as stat
import seaborn as sns
import re
from nltk.stem.wordnet import WordNetLemmatizer
import plotly.colors as colors
import dataframe_image as dfi
# Set default color palette
colors_plotly_default = colors.qualitative.Plotly
main_path_mac = '/Users/philippmetzger/Documents/GitHub/battery_patents/'
#main_path_ssd = '/Volumes/Samsung Portable SSD T3 Media/'
main_path_ssd = '/Volumes/T7/Julius SSD Fortsetzung/'
import sys
packages_path = main_path_mac+'/07 Packages'
sys.path.append(packages_path)
from helpers import (current_time_string,
image_saver,
country_labels_dict,
ctry_code_name_dict,
message,
numbers_dict)
# Read the whole dataset
dataset_name = 'data_batteries_2022-01-26_1852'
path = main_path_ssd+'Dataset saves/04 From 15 Nov 2021 (release of 2021 Autumn edition)/01 Preprocessed/03 final - technologies tagged/'+dataset_name+'.csv'
print('Loading data from:')
print(path)
data = pd.read_csv(path, delimiter = ";", low_memory = False, na_values=['', ' ', ' '], keep_default_na = False)
print('Number of rows:', len(data))
print('Distinct values in column "granted":', pd.unique(data['granted']))
# Reduce it to non active parts, electrodes, secondary cells, charging, redox flow, and Nickel-Hydrogen
a = (data['non_active_parts_electrodes_secondary_cells'] == 1)
b = (data['charging'] == 1)
c = (data['is_Redox flow'] == 1)
d = (data['is_Nickel–hydrogen'] == 1)
data_reduced = data[a | b | c | d].copy()
del data
data = data_reduced
# Futher reduce it to IPFs only
data_ipf = data[data['tag'] == 'IPF'].copy()
ipf_percentage = (len(set(data_ipf['docdb_family_id'])) / len(set(data['docdb_family_id']))) * 100
print('Percentage of IPFs in relation to all battery patent families:'+str(round(ipf_percentage, 2))+'%')
del data
data = data_ipf
Loading data from: /Volumes/T7/Julius SSD Fortsetzung/Dataset saves/04 From 15 Nov 2021 (release of 2021 Autumn edition)/01 Preprocessed/03 final - technologies tagged/data_batteries_2022-01-26_1852.csv Number of rows: 4086532 Distinct values in column "granted": ['N' 'Y'] Percentage of IPFs in relation to all battery patent families:19.41%
data = data.sort_values(by = ['docdb_family_id', 'earliest_publn_date'])
print(set(data['earliest_publn_year_this_family_id']))
{1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019}
data_reduced = data[data['earliest_publn_year_this_family_id'] >= 2000].copy()
del data
data = data_reduced
print(set(data['earliest_publn_year_this_family_id']))
{2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019}
only_granted = False
data['appln_abstract'].fillna(' ', inplace=True)
data['appln_title'].fillna(' ', inplace=True)
year_begin = min(data['earliest_publn_year_this_family_id'])
year_end = max(data['earliest_publn_year_this_family_id'])
years = list(range(year_begin, year_end + 1))
print(years)
[2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019]
family_ids = pd.unique(data['docdb_family_id'])
# Create two dictionaries containing an empty set for each year
titles_dict = {}
abstracts_dict = {}
for year in years:
titles_dict[year] = set()
abstracts_dict[year] = set()
for family_id in tqdm(family_ids):
data_this_family_id = data[data['docdb_family_id']==family_id]
earliest_publn_year_this_family_id = list(set(data_this_family_id['earliest_publn_year_this_family_id']))[0]
# Get titles
titles_this_family_id = list(pd.unique(data_this_family_id[
data_this_family_id['appln_title_lg']=='en'
]['appln_title']))
try:
titles_this_family_id.remove(' ')
except:
pass
try:
last_title_this_family_id = titles_this_family_id[-1]
except:
pass
titles_dict[earliest_publn_year_this_family_id].add(last_title_this_family_id)
# Get abstracts
abstracts_this_family_id = list(pd.unique(data_this_family_id[
data_this_family_id['appln_abstract_lg']=='en'
]['appln_abstract']))
try:
abstracts_this_family_id.remove(' ')
except:
pass
try:
last_abstract_this_family_id = abstracts_this_family_id[-1]
except:
pass
abstracts_dict[earliest_publn_year_this_family_id].add(last_abstract_this_family_id)
family_ids = pd.unique(data['docdb_family_id'])
# Create two dictionaries containing an empty set for each year
titles_dict = {}
abstracts_dict = {}
for year in years:
titles_dict[year] = set()
abstracts_dict[year] = set()
for family_id in tqdm(family_ids):
data_this_family_id = data[data['docdb_family_id']==family_id]
earliest_publn_year_this_family_id = list(set(data_this_family_id['earliest_publn_year_this_family_id']))[0]
# Get titles
titles_this_family_id = list(pd.unique(data_this_family_id[
data_this_family_id['appln_title_lg']=='en'
]['appln_title']))
try:
titles_this_family_id.remove(' ')
except:
pass
try:
last_title_this_family_id = titles_this_family_id[-1]
except:
pass
titles_dict[earliest_publn_year_this_family_id].add(last_title_this_family_id)
# Get abstracts
abstracts_this_family_id = list(pd.unique(data_this_family_id[
data_this_family_id['appln_abstract_lg']=='en'
]['appln_abstract']))
try:
abstracts_this_family_id.remove(' ')
except:
pass
try:
last_abstract_this_family_id = abstracts_this_family_id[-1]
except:
pass
abstracts_dict[earliest_publn_year_this_family_id].add(last_abstract_this_family_id)
family_ids = pd.unique(data['docdb_family_id'])
# Create two dictionaries containing an empty set for each year
titles_dict_bruno = {}
abstracts_dict_bruno = {}
for family_id in family_ids:
titles_dict_bruno[family_id] = tuple()
abstracts_dict_bruno[family_id] = tuple()
for family_id in tqdm(family_ids):
data_this_family_id = data[data['docdb_family_id']==family_id]
earliest_publn_year_this_family_id = list(set(data_this_family_id['earliest_publn_year_this_family_id']))[0]
# Get titles
titles_this_family_id = list(pd.unique(data_this_family_id[
data_this_family_id['appln_title_lg']=='en'
]['appln_title']))
try:
titles_this_family_id.remove(' ')
except:
pass
try:
last_title_this_family_id = titles_this_family_id[-1]
except:
pass
titles_dict_bruno[family_id] = (earliest_publn_year_this_family_id, last_title_this_family_id)
# Get abstracts
abstracts_this_family_id = list(pd.unique(data_this_family_id[
data_this_family_id['appln_abstract_lg']=='en'
]['appln_abstract']))
try:
abstracts_this_family_id.remove(' ')
except:
pass
try:
last_abstract_this_family_id = abstracts_this_family_id[-1]
except:
pass
abstracts_dict_bruno[family_id] = (earliest_publn_year_this_family_id, last_abstract_this_family_id)
# Unfold abstracts_dict_bruno into a dataframe
df_bruno = pd.DataFrame.from_dict(abstracts_dict_bruno, orient='index', columns = ['earliest_publn_year_this_family_id', 'most_recent_abstract_this_family_id'])
# Make the index (family IDs) a column
df_bruno.reset_index(inplace=True)
df_bruno = df_bruno.rename(columns = {'index': 'family_id'})
df_bruno
| family_id | earliest_publn_year_this_family_id | most_recent_abstract_this_family_id | |
|---|---|---|---|
| 0 | 1574492 | 2015 | An underwater vehicle includes an on board pow... |
| 1 | 3511554 | 2000 | The method involves placing all loads (7,8,9,1... |
| 2 | 3613974 | 2002 | The electrode for an electrochemical arrangeme... |
| 3 | 3673165 | 2002 | The invention describes a method of regulating... |
| 4 | 3681483 | 2001 | The invention relates to an essentially flat e... |
| ... | ... | ... | ... |
| 92695 | 73455420 | 2019 | The present invention provides a storage syste... |
| 92696 | 73474213 | 2015 | PROBLEM TO BE SOLVED: To provide a method allo... |
| 92697 | 74557388 | 2015 | A surgical instrument can comprise a handle, a... |
| 92698 | 74844536 | 2004 | FIELD: electrical engineering, namely manufact... |
| 92699 | 74871121 | 2019 | A Non-Linear Voltammetry (NLV)-based method fo... |
92700 rows × 3 columns
df_bruno.to_csv('ready_to_eat_bruno.csv', index = False)
titles_counts = []
for year in list(titles_dict):
titles_counts.append(len(titles_dict[year]))
print(titles_counts)
[939, 1135, 1105, 1151, 1243, 1501, 1818, 2002, 2298, 2627, 3126, 4622, 5970, 6614, 7040, 6929, 6968, 7562, 8513, 9523]
abstracts_counts = []
for year in list(abstracts_dict):
abstracts_counts.append(len(abstracts_dict[year]))
print(abstracts_counts)
[975, 1164, 1132, 1191, 1288, 1566, 1955, 2147, 2480, 2808, 3376, 5152, 6757, 7463, 7936, 7733, 7830, 8438, 9677, 11016]
sum(abstracts_counts)
92084
# Read total yearly counts and add column 'normalised'
#total_yearly_counts_df = pd.read_csv('/Users/philippmetzger/Documents/GitHub/MA_temp/03 Analysis/01 Country counts/total_yearly_counts', delimiter=';')
#total_yearly_counts_df.rename(columns = {'count': 'patent families count'}, inplace = True)
#max_patent_count = total_yearly_counts_df['patent families count'].max()
#total_yearly_counts_df['patent families count normalised'] = total_yearly_counts_df['patent families count'] / max_patent_count
total_yearly_counts_df = pd.DataFrame()
total_yearly_counts_df['titles counts'] = titles_counts
#max_titles_count = total_yearly_counts_df['titles counts'].max()
#total_yearly_counts_df['titles count normalised'] = total_yearly_counts_df['titles counts'] / max_titles_count
total_yearly_counts_df['abstracts counts'] = abstracts_counts
#max_abstracts_count = total_yearly_counts_df['abstracts counts'].max()
#total_yearly_counts_df['abstracts count normalised'] = total_yearly_counts_df['abstracts counts'] / max_abstracts_count
total_yearly_counts_df
| titles counts | abstracts counts | |
|---|---|---|
| 0 | 939 | 975 |
| 1 | 1135 | 1164 |
| 2 | 1105 | 1132 |
| 3 | 1151 | 1191 |
| 4 | 1243 | 1288 |
| 5 | 1501 | 1566 |
| 6 | 1818 | 1955 |
| 7 | 2002 | 2147 |
| 8 | 2298 | 2480 |
| 9 | 2627 | 2808 |
| 10 | 3126 | 3376 |
| 11 | 4622 | 5152 |
| 12 | 5970 | 6757 |
| 13 | 6614 | 7463 |
| 14 | 7040 | 7936 |
| 15 | 6929 | 7733 |
| 16 | 6968 | 7830 |
| 17 | 7562 | 8438 |
| 18 | 8513 | 9677 |
| 19 | 9523 | 11016 |
stopwords_ = stopwords.words('english')
stopwords_.extend([
'thereof', 'therefor', 'thereafter', 'wherein', 'utmost',
'without', 'within',
'xo', 'e', 'etc', 'ab', 'b', 'c', 'pct', 'wo', 'pt', 'pts', 'wt', 'xii', 'xiii', 'ymyo', 'xmn', 'xiv', 'le', 'sub',
'r', 'x', 'g', 'p', 'v', 'zfz', 'zsz', 'z', 'f',
'positive', 'negative', 'left', 'right',
'high', 'low',
'less', 'les', 'more', 'least',
'judging', 'preparing', 'producing', 'comprising', 'following', 'containing', 'including', 'using', 'consisting',
'making',
'one', 'two', 'never',
'end',
'almost', 'like', 'also',
'especially', 'preferably', 'surely', 'nearly', 'previously', 'mainly',
'involves', 'comprises', 'provides', 'relates', 'belongs', 'discloses', 'includes',
'solved', 'expressed', 'specified', 'provided', 'selected', 'characterized', 'included', 'equipped',
'decided', 'made', 'filed', 'used', 'formed', 'said',
'provide', 'improve', 'prevent', 'obtain', 'reduce', 'enhance', 'increase', 'suppress', 'realize', 'use',
'first', 'second',
'simple', 'convenient',
'whose',
'according',
'capable', 'preferable', 'desirable', 'good',
'desirably',
'kind',
'date', 'temp', 'sec',
'jan', 'apr', 'may', 'jun', 'jul', 'nov', 'oct',
'jp',
'problem', 'drawing', 'figure', 'invention', 'model', 'publication', 'utility', 'preparation',
'method', 'application', 'purpose', 'number',
'new', 'novel',
'excellent',
'non',
'top', 'bottom'
])
# Contexts in which first word should be kept
contexts_after = [
['positive', 'electrode'],
['negative', 'electrode'],
['positive', 'electrodes'],
['negative', 'electrodes'],
['positive', 'active', 'material'],
['negative', 'active', 'material'],
['non', 'aqueous'],
['non', 'sintered'],
['top', 'cap'],
['bottom', 'plate']
]
# Contexts in which second word should be kept
contexts_before = [
['lithium', 'containing']
]
treat_as_same = [
[('method', 'manufacturing'), ('manufacturing', 'method')],
[('storage', 'battery', 'alkaline'), ('alkaline', 'storage', 'battery')],
[('battery', 'alkaline', 'storage'), ('alkaline', 'storage', 'battery')]
]
replace_words = {
'soln': 'solution',
'aq': 'aqueous',
'nonaqueous': 'non-aqueous',
'obtd': 'obtained',
'hr': 'hour',
'pub': 'publication',
'compsn': 'composition',
'contg': 'containing',
'compd': 'compound',
'mfg': 'manufacturing',
'methodfor': 'method for',
'al': 'aluminium',
'aluminum': 'aluminium',
'co': 'cobalt',
'mn': 'manganese',
'ni': 'nickel',
'zr': 'zirconium',
'cr': 'chromium',
'ti': 'titanium',
'li': 'lithium',
'la': 'lanthanum',
'ce': 'cerium',
'fe': 'iron',
'ltoreq':'less than or equal',
'deg': 'degree'
}
# This is not used in this application after all:
punctuation = '!"#$%&\()*+,-./:;<=>?@[\\]^_`{|}~'
# Check if replace_words dictionary works as it should
item = ['negative', 'obtd', 'soln', 'nonaqueous', 'active', 'material']
item_replaced = []
for word in item:
if word in list(replace_words):
item_replaced.extend(replace_words[word].split())
else:
item_replaced.append(word)
item = item_replaced
item
['negative', 'obtained', 'solution', 'non-aqueous', 'active', 'material']
def growing_keywords(n_gram_length, item_type):
# Initialise lemmatizer
lem = WordNetLemmatizer()
# create string for identifying the right language column
#item_type_lg = item_type+'_lg'
# Initialise n grams list
ngrams_lists = []
# Loop over years
for year in tqdm(years):
# Initialise n grams list for this year
ngrams_list_this_year = []
# Get all
#items_year = list(set(data[(data[item_type_lg]=='en') & (data['earliest_publn_year_this_family_id']==year)][item_type]))
# Get this year's titles / abstracts (depending which mode we're in)
if item_type == 'appln_title':
items_year = list(titles_dict[year])
if item_type == 'appln_abstract':
items_year = list(abstracts_dict[year])
for item in items_year:
# Make all lowercase
item = item.lower()
# Punctuation removal
item = re.sub('[^a-zA-Z]', ' ', item)
#for x in punctuation:
# item = item.replace(x,' ')
# Tokenise
item = item.split()
#####
# 12 Oct 2022: Fixing the issue with "non aqueous" and "aqueous"
#item_new = []
aqueous_count = item.count('aqueous')
#if aqueous_count>0:
# print(aqueous_count)
for aqueous_occurrence in list(range(aqueous_count)):
item_new = []
#print(aqueous_occurrence)
if 'aqueous' in item:
#print('here')
aqueous_index = item.index('aqueous')
#print(aqueous_index)
#print(item[aqueous_index])
if aqueous_index>0:
#print(aqueous_index - 1)
#print(item[aqueous_index - 1])
if item[aqueous_index - 1] == 'non':
#print('here')
#print(item)
#print(len(item))
#for i, word in enumerate(item):
for word_index in list(range(len(item))):
#print((i, word))
#print(word_index)
#print(item[word_index])
if (word_index != aqueous_index) & (word_index != aqueous_index - 1):
item_new.append(item[word_index])
elif (word_index == (aqueous_index - 1)):
item_new.append('non-aqueous')
else:
pass
item_save = item
item = item_new
#print(item_save)
#print(item_new)
#print()
#####
# Replace certain words with others (according to replace_words dictionary defined above)
item_replaced = []
for word in item:
if word in list(replace_words):
item_replaced.extend(replace_words[word].split())
else:
item_replaced.append(word)
item = item_replaced
#####
# Remove stopwords; but only if they are not in a context that indicates that they should be kept.
# Such contexts are defined in cell above (contexts_after and contexts_before).
item_without_stopwords = []
# For debugging: List of stopwords that will be checked
check_list = []
# For debugging: List of stopwords that are actually removed (because they are not in a certain context)
remove_list = []
for i, word in enumerate(item):
remove = False
if word in stopwords_:
check_list.append(word)
# Treat cases with context after the word or phrase
in_context_after = False
for j, context in enumerate(contexts_after):
if i<(len(item)-(len(context)-1)):
try:
to_compare = []
for k in range(len(context)):
to_compare.append(item[i+k])
if to_compare == context:
in_context_after = True
if False:
print('not removed due to context')
print(to_compare)
print(context)
print()
except:
print(contexts_after)
print(item)
print(len(item))
print(i+k)
print(to_compare)
print(context)
if not in_context_after:
remove = True
# Treat cases with context before the word or phrase
in_context_before = False
for j, context in enumerate(contexts_before):
if i>(len(context)-1):
try:
to_compare = []
for k in range(len(context)):
to_compare.append(item[i+k-(len(context)-1)])
if to_compare == context:
in_context_before = True
if False:
print('not removed due to context')
print(to_compare)
print(context)
print()
except:
print(contexts_before)
print(item)
print(len(item))
print(i+k)
print(to_compare)
print(context)
if not in_context_before:
remove = True
if not remove:
item_without_stopwords.append(word)
else:
remove_list.append(word)
#####
# Delete words that are a repetition of the word before
# Always add the first word to next stage
# If this list of words is empty, do nothing
try:
item_without_stopwords_and_repetitions = [item_without_stopwords[0]]
except Exception as e:
pass
# Loop over the other words (the second and following) and add them to the next stage, if they are not
# a repetition of the word before
for i in range(1, len(item_without_stopwords)):
if (item_without_stopwords[i-1] != item_without_stopwords[i]):
item_without_stopwords_and_repetitions.append(item_without_stopwords[i])
#####
# Lemmatisation
item_without_stopwords_lemmatized = [lem.lemmatize(word) for word in item_without_stopwords_and_repetitions]
#####
# Get ngrams
ngrams_ = list(ngrams(item_without_stopwords_lemmatized, n_gram_length))
# Treat certain pairs of n_grams as the same (defined in cell above (treat_as_same))
for n_gram_treat_as_same in treat_as_same:
while n_gram_treat_as_same[0] in ngrams_:
ngrams_.remove(n_gram_treat_as_same[0])
ngrams_.append(n_gram_treat_as_same[1])
# Add to list
ngrams_list_this_year.extend(ngrams_)
# For 3-grams: delete it if first word is equal to third word, e.g. battery pack battery
if n_gram_length == 3:
ngrams_list_this_year_reduced = []
for item in ngrams_list_this_year:
if not item[0] == item[2]:
ngrams_list_this_year_reduced.append(item)
ngrams_list_this_year = ngrams_list_this_year_reduced
ngrams_lists.append(ngrams_list_this_year)
print('N-grams created')
#####
# Count n grams' appearances
counter_list = []
unique_keys = set()
for list_ in ngrams_lists:
counter = dict(Counter(list_).most_common())
counter_list.append(counter)
unique_keys = unique_keys.union(set(counter.keys()))
print('N-grams counted')
#####
# NEW 17 Jan 2022: Delete all phrases that have at least one year where the counter is zero.
# V2, same day: Delete all phrases that have more than 15 years where the counter is zero.
if False:
unique_keys_reduced = set()
for key_ in unique_keys:
has_zero = 0
for counter in counter_list:
if key_ not in counter:
has_zero += 1
if has_zero > 15:
for counter in counter_list:
try:
counter.pop(key_)
except Exception as pop_error:
pass
#print(type(pop_error))
#print(pop_error)
#print()
else:
unique_keys_reduced.add(key_)
unique_keys = unique_keys_reduced
#####
# Create a count entry of 0 for n grams that is present in at least one year but not in other(s)
for counter in counter_list:
for key_ in unique_keys:
if key_ not in counter:
counter[key_] = 0
#####
relative = False
# NEW 10 Nov 2021: Increment all counts by 1 (in order to avoid division by 0 in growth calculation)
# This is only necessary when using relative growth (see growth calcuation further down)
if relative:
for counter in counter_list:
for key_ in counter:
counter[key_] = counter[key_] + 1
def growing_keywords_sub(counter_list, unique_keys, scale):
#####
# NEW 10 Nov 2021: Scale by year's distinct title / abstract count
# NEW 18 Jan 2022: Scale by year's distinct title / abstract count to make it "per 1000 titles / abstracts"
if scale:
if item_type == 'appln_title':
#normalised_patent_counts = list(total_yearly_counts_df['titles count normalised'])
patent_counts = list(total_yearly_counts_df['titles counts'])
elif item_type == 'appln_abstract':
#normalised_patent_counts = list(total_yearly_counts_df['abstracts count normalised'])
patent_counts = list(total_yearly_counts_df['abstracts counts'])
else:
print('Item type not recognised')
return
for i, counter in enumerate(counter_list):
#normalised_patent_count_this_year = normalised_patent_counts[i]
patent_count_this_year = patent_counts[i]
for key_ in counter:
#value_scaled = counter[key_] / normalised_patent_count_this_year
value_scaled = counter[key_] / patent_count_this_year * 1000
counter[key_] = value_scaled
#####
# Calculate increase over whole time span
growth_dict = {}
growth_dict_absolute = {}
for key_ in unique_keys:
growth_dict[key_] = counter_list[len(counter_list) - 1][key_] - counter_list[0][key_]
print('Difference over whole timespan calculated')
# Calculate sum of absolute differences year-over-year; absolute => Growing and shrinking are treated as the same
for key_ in unique_keys:
growth = []
for i in range(len(counter_list)-1):
if not relative:
# Growth as abs(x1 - x0)
growth.append(abs(counter_list[i+1][key_]-counter_list[i][key_]))
else:
# Growth as abs(x1 / x0) - 1. Only works if x0 is not zero.
try:
growth.append(abs((counter_list[i+1][key_] / counter_list[i][key_]) - 1))
except:
print('error')
try:
growth_dict_absolute[key_] = sum(growth)
except Exception as e2:
print(type(e2))
print(e2)
print('Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated')
#####
#####
# Prepare positive growth plot
highest_growth = dict(sorted(growth_dict.items(), key=lambda x:x[1], reverse=True))
top_30_growth = list(highest_growth)[:30]
top_50_growth = list(highest_growth)[:50]
growing_list = []
growing_list.append(top_50_growth)
#####
counts_list = []
#for key_ in top_30_growth:
for key_ in top_50_growth:
counts = []
for counter in counter_list:
counts.append(counter[key_])
counts_list.append(counts)
#####
df_keyword_growth = pd.DataFrame(index=years)
for i, ngram_ in enumerate(top_50_growth):
ngram_string = ' '.join(ngram_)
df_keyword_growth[ngram_string] = counts_list[i]
df_keyword_growth = df_keyword_growth.transpose()
# Round all values
df_keyword_growth = df_keyword_growth.round()
df_keyword_growth = df_keyword_growth.apply(pd.to_numeric, downcast='integer')
growing_list.append(df_keyword_growth)
#####
cm = sns.light_palette((260, 75, 60), input="husl", as_cmap=True)
plot_positive_growth = df_keyword_growth.style.background_gradient(cmap=cm, axis=1)
# Display thousands with comma separation
plot_positive_growth.format("{:,d}")
growing_list.append(plot_positive_growth)
print('Positive change plot created')
#####
#####
# Prepare negative growth plot
highest_growth = dict(sorted(growth_dict.items(), key=lambda x:x[1], reverse=False))
top_30_growth = list(highest_growth)[:30]
top_50_growth = list(highest_growth)[:50]
shrinking_list = []
shrinking_list.append(top_50_growth)
#####
counts_list = []
for key_ in top_50_growth:
counts = []
for counter in counter_list:
counts.append(counter[key_])
counts_list.append(counts)
#####
df_keyword_growth = pd.DataFrame(index=years)
for i, ngram_ in enumerate(top_50_growth):
ngram_string = ' '.join(ngram_)
df_keyword_growth[ngram_string] = counts_list[i]
df_keyword_growth = df_keyword_growth.transpose()
# Round all values
df_keyword_growth = df_keyword_growth.round()
df_keyword_growth = df_keyword_growth.apply(pd.to_numeric, downcast='integer')
shrinking_list.append(df_keyword_growth)
#####
cm = sns.light_palette((260, 75, 60), input="husl", as_cmap=True)
plot_negative_growth = df_keyword_growth.style.background_gradient(cmap=cm, axis=1)
# Display thousands with comma separation
plot_negative_growth.format("{:,d}")
shrinking_list.append(plot_negative_growth)
print('Negative change plot created')
#####
#####
# Prepare absolute growth plot
highest_growth = dict(sorted(growth_dict_absolute.items(), key=lambda x:x[1], reverse=True))
top_30_growth = list(highest_growth)[:30]
top_50_growth = list(highest_growth)[:50]
absolute_growth_list = []
absolute_growth_list.append(top_50_growth)
#####
counts_list = []
#for key_ in top_30_growth:
for key_ in top_50_growth:
counts = []
for counter in counter_list:
counts.append(counter[key_])
counts_list.append(counts)
#####
df_keyword_growth = pd.DataFrame(index=years)
for i, ngram_ in enumerate(top_50_growth):
ngram_string = ' '.join(ngram_)
df_keyword_growth[ngram_string] = counts_list[i]
df_keyword_growth = df_keyword_growth.transpose()
# Round all values
df_keyword_growth = df_keyword_growth.round()
df_keyword_growth = df_keyword_growth.apply(pd.to_numeric, downcast='integer')
absolute_growth_list.append(df_keyword_growth)
#####
cm = sns.light_palette((260, 75, 60), input="husl", as_cmap=True)
plot_absolute_growth = df_keyword_growth.style.background_gradient(cmap=cm, axis=1)
# Display thousands with comma separation
plot_absolute_growth.format("{:,d}")
absolute_growth_list.append(plot_absolute_growth)
print('Absolute change plot created')
return growing_list, shrinking_list, absolute_growth_list
growing_list, shrinking_list, absolute_growth_list = growing_keywords_sub(counter_list, unique_keys, False)
growing_list_scaled, shrinking_list_scaled, absolute_growth_list_scaled = growing_keywords_sub(counter_list, unique_keys, True)
return growing_list, shrinking_list, absolute_growth_list, growing_list_scaled, shrinking_list_scaled, absolute_growth_list_scaled
def generate_latex_code(df):
"""This function takes a dataframe with n-gram counts as input and generates LaTeX code for creating a table with row-wise color gradients"""
max_ = df.max(axis = 1)
min_ = df.min(axis = 1)
intensity = (df.subtract(min_, axis = 0)).divide((max_ - min_), axis = 0) * 100
table_width = df.shape[1]
table_height = df.shape[0]
latex_code = '\\begin{tabularx}{\linewidth} {| >{\\raggedright\\arraybackslash}p{3.7cm}'
for i in range(table_width):
latex_code = latex_code+'| >{\\raggedleft\\arraybackslash}X '
latex_code = latex_code+'| }\n'
first_row = '\mc{} & '
for year in years[:-1]:
first_row = first_row + '\mc{'+str(year)+'} & '
first_row = first_row + '\mc{'+str(years[-1])+'}'
first_row = first_row+' \\\\'
latex_code = latex_code+first_row+'\n\\hline\n\\hline'
for i in range(table_height):
#for i in range(3): # For testing purposes: Create only 3 rows
intensity_this_phrase = list(intensity.loc[df.index[i]])
this_row_code = df.index[i]+' & '
for j in range(table_width):
# Make text color white when cell color is darker
if (intensity_this_phrase[j] >= 40):
textcolor = 'white'
else:
textcolor = 'black'
if j < (table_width - 1):
this_row_code = this_row_code+'\\cellcolor{blue!'+str(intensity_this_phrase[j])+'!white}\\textcolor{'+textcolor+'}{'+str(df.iloc[i,j])+'} & '
else:
this_row_code = this_row_code+'\\cellcolor{blue!'+str(intensity_this_phrase[j])+'!white}\\textcolor{'+textcolor+'}{'+str(df.iloc[i,j])+'} \\\\'
this_row_code = this_row_code+'\n\\hline'
latex_code = latex_code+'\n'+this_row_code
latex_code = latex_code+'\n\\end{tabularx}'
print(latex_code)
# Define whether to use median or mean
#measure_function = stat.mean
#measure_function = stat.mean
growing_list_title_1, shrinking_list_title_1, highest_abs_change_list_title_1, growing_list_title_1_scaled, shrinking_list_title_1_scaled, highest_abs_change_list_title_1_scaled = growing_keywords(
1,
'appln_title'
)
N-grams created N-grams counted Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created
growing_list_title_1[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery | 571 | 663 | 587 | 657 | 705 | 805 | 1,033 | 1,107 | 1,312 | 1,444 | 1,725 | 2,730 | 3,428 | 3,791 | 4,108 | 3,961 | 4,082 | 4,197 | 4,939 | 5,966 |
| device | 144 | 156 | 166 | 225 | 254 | 302 | 397 | 469 | 564 | 625 | 765 | 1,067 | 1,543 | 1,889 | 1,954 | 1,800 | 1,812 | 2,027 | 2,159 | 2,559 |
| system | 88 | 127 | 128 | 150 | 137 | 186 | 236 | 320 | 423 | 513 | 630 | 1,042 | 1,334 | 1,530 | 1,528 | 1,530 | 1,508 | 1,737 | 1,925 | 2,103 |
| secondary | 125 | 160 | 165 | 194 | 218 | 243 | 340 | 313 | 390 | 407 | 538 | 844 | 1,104 | 1,282 | 1,375 | 1,339 | 1,379 | 1,249 | 1,477 | 1,923 |
| electrode | 126 | 151 | 135 | 146 | 186 | 192 | 231 | 259 | 313 | 328 | 429 | 644 | 929 | 969 | 1,092 | 1,083 | 1,011 | 1,138 | 1,283 | 1,617 |
| power | 115 | 146 | 169 | 163 | 203 | 258 | 314 | 372 | 467 | 451 | 606 | 973 | 1,342 | 1,523 | 1,773 | 1,609 | 1,631 | 1,850 | 1,702 | 1,602 |
| lithium | 124 | 167 | 155 | 135 | 191 | 204 | 271 | 243 | 272 | 334 | 459 | 722 | 977 | 1,054 | 1,189 | 1,237 | 1,144 | 1,026 | 1,224 | 1,601 |
| vehicle | 55 | 73 | 91 | 83 | 87 | 84 | 106 | 176 | 208 | 232 | 392 | 579 | 832 | 921 | 754 | 704 | 671 | 872 | 1,142 | 1,523 |
| charging | 76 | 108 | 103 | 100 | 114 | 144 | 132 | 173 | 225 | 293 | 379 | 497 | 725 | 894 | 823 | 822 | 921 | 1,067 | 1,208 | 1,417 |
| material | 84 | 89 | 107 | 109 | 106 | 128 | 148 | 134 | 185 | 212 | 331 | 448 | 635 | 650 | 763 | 787 | 687 | 796 | 785 | 972 |
| storage | 51 | 79 | 62 | 79 | 64 | 87 | 102 | 141 | 147 | 145 | 186 | 337 | 544 | 715 | 743 | 714 | 659 | 744 | 803 | 887 |
| manufacturing | 30 | 68 | 69 | 78 | 62 | 92 | 117 | 106 | 153 | 178 | 175 | 277 | 430 | 454 | 494 | 429 | 507 | 529 | 600 | 735 |
| electrolyte | 61 | 64 | 71 | 63 | 80 | 88 | 107 | 112 | 170 | 131 | 169 | 283 | 385 | 439 | 465 | 552 | 663 | 558 | 606 | 765 |
| electric | 42 | 67 | 51 | 62 | 57 | 72 | 121 | 123 | 144 | 178 | 255 | 425 | 578 | 678 | 486 | 494 | 441 | 494 | 600 | 726 |
| control | 39 | 54 | 54 | 63 | 59 | 75 | 93 | 148 | 164 | 198 | 200 | 346 | 444 | 590 | 546 | 534 | 569 | 735 | 625 | 715 |
| ion | 24 | 31 | 26 | 33 | 34 | 57 | 91 | 75 | 97 | 101 | 190 | 329 | 485 | 550 | 612 | 661 | 616 | 533 | 605 | 675 |
| energy | 18 | 31 | 33 | 46 | 52 | 63 | 55 | 111 | 135 | 154 | 206 | 348 | 424 | 577 | 499 | 497 | 464 | 551 | 647 | 657 |
| apparatus | 85 | 91 | 86 | 87 | 101 | 155 | 164 | 195 | 195 | 230 | 252 | 416 | 605 | 662 | 696 | 640 | 665 | 733 | 678 | 719 |
| module | 8 | 20 | 13 | 16 | 16 | 29 | 56 | 38 | 85 | 73 | 92 | 182 | 279 | 280 | 349 | 325 | 334 | 398 | 512 | 600 |
| pack | 31 | 46 | 26 | 42 | 54 | 54 | 95 | 119 | 109 | 130 | 161 | 247 | 313 | 336 | 310 | 324 | 307 | 381 | 462 | 536 |
| wireless | 7 | 4 | 6 | 6 | 8 | 19 | 12 | 15 | 31 | 40 | 102 | 121 | 240 | 340 | 480 | 462 | 527 | 595 | 510 | 511 |
| cell | 102 | 143 | 114 | 121 | 113 | 87 | 130 | 126 | 140 | 176 | 208 | 300 | 461 | 599 | 626 | 545 | 545 | 442 | 579 | 579 |
| active | 38 | 44 | 57 | 57 | 52 | 54 | 63 | 76 | 115 | 111 | 176 | 240 | 366 | 331 | 422 | 391 | 349 | 391 | 383 | 508 |
| solid | 9 | 9 | 10 | 9 | 9 | 4 | 12 | 12 | 9 | 18 | 24 | 49 | 67 | 116 | 117 | 126 | 195 | 273 | 282 | 438 |
| non-aqueous | 38 | 49 | 59 | 51 | 72 | 69 | 95 | 95 | 185 | 134 | 170 | 245 | 370 | 377 | 349 | 425 | 478 | 415 | 406 | 466 |
| supply | 57 | 57 | 75 | 53 | 90 | 127 | 128 | 168 | 184 | 149 | 198 | 327 | 389 | 376 | 433 | 372 | 402 | 422 | 458 | 418 |
| electronic | 53 | 36 | 36 | 47 | 57 | 74 | 79 | 80 | 116 | 152 | 141 | 171 | 217 | 242 | 365 | 380 | 348 | 337 | 358 | 373 |
| assembly | 16 | 23 | 21 | 14 | 25 | 30 | 59 | 38 | 46 | 66 | 94 | 120 | 121 | 155 | 191 | 172 | 204 | 235 | 277 | 336 |
| management | 8 | 12 | 8 | 14 | 18 | 22 | 26 | 33 | 47 | 57 | 66 | 132 | 185 | 188 | 249 | 239 | 246 | 240 | 279 | 327 |
| state | 8 | 16 | 17 | 14 | 21 | 27 | 31 | 37 | 36 | 54 | 45 | 84 | 94 | 153 | 159 | 151 | 193 | 203 | 200 | 309 |
| electrical | 32 | 34 | 33 | 43 | 47 | 40 | 53 | 69 | 84 | 69 | 89 | 186 | 226 | 258 | 262 | 229 | 199 | 228 | 298 | 327 |
| motor | 12 | 20 | 27 | 10 | 31 | 26 | 29 | 32 | 37 | 31 | 51 | 100 | 136 | 162 | 146 | 98 | 122 | 100 | 182 | 293 |
| circuit | 58 | 78 | 80 | 66 | 79 | 101 | 121 | 135 | 129 | 181 | 143 | 232 | 214 | 253 | 274 | 268 | 240 | 240 | 338 | 314 |
| electrochemical | 42 | 42 | 34 | 32 | 52 | 52 | 63 | 66 | 93 | 62 | 69 | 119 | 155 | 216 | 224 | 195 | 160 | 188 | 209 | 294 |
| composite | 9 | 10 | 22 | 16 | 21 | 28 | 34 | 40 | 38 | 36 | 61 | 68 | 136 | 173 | 214 | 233 | 203 | 200 | 221 | 251 |
| method | 13 | 12 | 12 | 21 | 19 | 29 | 27 | 41 | 41 | 55 | 107 | 96 | 118 | 162 | 165 | 172 | 223 | 233 | 240 | 253 |
| unit | 15 | 25 | 41 | 21 | 30 | 51 | 55 | 56 | 50 | 61 | 88 | 117 | 130 | 164 | 158 | 200 | 158 | 185 | 275 | 248 |
| structure | 16 | 40 | 28 | 24 | 39 | 32 | 35 | 38 | 55 | 55 | 75 | 120 | 157 | 202 | 194 | 128 | 160 | 157 | 248 | 239 |
| metal | 24 | 26 | 23 | 19 | 38 | 39 | 32 | 27 | 38 | 57 | 48 | 87 | 104 | 116 | 142 | 138 | 126 | 143 | 216 | 244 |
| composition | 24 | 11 | 23 | 18 | 22 | 19 | 18 | 22 | 30 | 31 | 38 | 55 | 79 | 109 | 126 | 149 | 150 | 154 | 179 | 227 |
| cathode | 10 | 20 | 30 | 19 | 20 | 34 | 32 | 23 | 25 | 53 | 54 | 64 | 115 | 136 | 147 | 157 | 139 | 143 | 159 | 204 |
| separator | 20 | 22 | 25 | 27 | 25 | 26 | 19 | 43 | 52 | 36 | 44 | 75 | 135 | 167 | 158 | 154 | 184 | 171 | 211 | 212 |
| temperature | 14 | 13 | 8 | 10 | 9 | 7 | 19 | 23 | 33 | 29 | 37 | 53 | 66 | 80 | 77 | 91 | 93 | 82 | 119 | 197 |
| controlling | 21 | 24 | 18 | 20 | 17 | 21 | 40 | 34 | 39 | 62 | 78 | 124 | 151 | 174 | 171 | 161 | 164 | 190 | 182 | 199 |
| based | 13 | 10 | 18 | 18 | 12 | 26 | 33 | 16 | 21 | 31 | 26 | 49 | 69 | 105 | 80 | 131 | 134 | 151 | 166 | 191 |
| transmission | 3 | 3 | 0 | 0 | 1 | 8 | 2 | 5 | 28 | 49 | 52 | 51 | 138 | 194 | 228 | 198 | 181 | 197 | 181 | 180 |
| voltage | 25 | 58 | 53 | 46 | 47 | 66 | 79 | 86 | 85 | 90 | 92 | 121 | 170 | 149 | 194 | 159 | 157 | 175 | 194 | 200 |
| current | 26 | 34 | 29 | 28 | 23 | 37 | 58 | 33 | 51 | 49 | 57 | 81 | 121 | 131 | 124 | 115 | 120 | 117 | 159 | 198 |
| operating | 6 | 12 | 9 | 15 | 14 | 11 | 14 | 22 | 23 | 23 | 37 | 52 | 80 | 91 | 83 | 98 | 81 | 101 | 132 | 177 |
| station | 4 | 4 | 4 | 1 | 2 | 4 | 3 | 4 | 7 | 18 | 30 | 57 | 60 | 63 | 52 | 64 | 83 | 92 | 97 | 163 |
growing_list_title_1_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| system | 94 | 112 | 116 | 130 | 110 | 124 | 130 | 160 | 184 | 195 | 202 | 225 | 223 | 231 | 217 | 221 | 216 | 230 | 226 | 221 |
| device | 153 | 137 | 150 | 195 | 204 | 201 | 218 | 234 | 245 | 238 | 245 | 231 | 258 | 286 | 278 | 260 | 260 | 268 | 254 | 269 |
| vehicle | 59 | 64 | 82 | 72 | 70 | 56 | 58 | 88 | 91 | 88 | 125 | 125 | 139 | 139 | 107 | 102 | 96 | 115 | 134 | 160 |
| secondary | 133 | 141 | 149 | 169 | 175 | 162 | 187 | 156 | 170 | 155 | 172 | 183 | 185 | 194 | 195 | 193 | 198 | 165 | 173 | 202 |
| charging | 81 | 95 | 93 | 87 | 92 | 96 | 73 | 86 | 98 | 112 | 121 | 108 | 121 | 135 | 117 | 119 | 132 | 141 | 142 | 149 |
| module | 9 | 18 | 12 | 14 | 13 | 19 | 31 | 19 | 37 | 28 | 29 | 39 | 47 | 42 | 50 | 47 | 48 | 53 | 60 | 63 |
| energy | 19 | 27 | 30 | 40 | 42 | 42 | 30 | 55 | 59 | 59 | 66 | 75 | 71 | 87 | 71 | 72 | 67 | 73 | 76 | 69 |
| wireless | 7 | 4 | 5 | 5 | 6 | 13 | 7 | 7 | 13 | 15 | 33 | 26 | 40 | 51 | 68 | 67 | 76 | 79 | 60 | 54 |
| power | 122 | 129 | 153 | 142 | 163 | 172 | 173 | 186 | 203 | 172 | 194 | 211 | 225 | 230 | 252 | 232 | 234 | 245 | 200 | 168 |
| ion | 26 | 27 | 24 | 29 | 27 | 38 | 50 | 37 | 42 | 38 | 61 | 71 | 81 | 83 | 87 | 95 | 88 | 70 | 71 | 71 |
| manufacturing | 32 | 60 | 62 | 68 | 50 | 61 | 64 | 53 | 67 | 68 | 56 | 60 | 72 | 69 | 70 | 62 | 73 | 70 | 70 | 77 |
| storage | 54 | 70 | 56 | 69 | 51 | 58 | 56 | 70 | 64 | 55 | 60 | 73 | 91 | 108 | 106 | 103 | 95 | 98 | 94 | 93 |
| solid | 10 | 8 | 9 | 8 | 7 | 3 | 7 | 6 | 4 | 7 | 8 | 11 | 11 | 18 | 17 | 18 | 28 | 36 | 33 | 46 |
| lithium | 132 | 147 | 140 | 117 | 154 | 136 | 149 | 121 | 118 | 127 | 147 | 156 | 164 | 159 | 169 | 179 | 164 | 136 | 144 | 168 |
| electrode | 134 | 133 | 122 | 127 | 150 | 128 | 127 | 129 | 136 | 125 | 137 | 139 | 156 | 147 | 155 | 156 | 145 | 150 | 151 | 170 |
| control | 42 | 48 | 49 | 55 | 47 | 50 | 51 | 74 | 71 | 75 | 64 | 75 | 74 | 89 | 78 | 77 | 82 | 97 | 73 | 75 |
| electric | 45 | 59 | 46 | 54 | 46 | 48 | 67 | 61 | 63 | 68 | 82 | 92 | 97 | 103 | 69 | 71 | 63 | 65 | 70 | 76 |
| management | 9 | 11 | 7 | 12 | 14 | 15 | 14 | 16 | 20 | 22 | 21 | 29 | 31 | 28 | 35 | 34 | 35 | 32 | 33 | 34 |
| state | 9 | 14 | 15 | 12 | 17 | 18 | 17 | 18 | 16 | 21 | 14 | 18 | 16 | 23 | 23 | 22 | 28 | 27 | 23 | 32 |
| pack | 33 | 41 | 24 | 36 | 43 | 36 | 52 | 59 | 47 | 49 | 52 | 53 | 52 | 51 | 44 | 47 | 44 | 50 | 54 | 56 |
| battery | 608 | 584 | 531 | 571 | 567 | 536 | 568 | 553 | 571 | 550 | 552 | 591 | 574 | 573 | 584 | 572 | 586 | 555 | 580 | 626 |
| assembly | 17 | 20 | 19 | 12 | 20 | 20 | 32 | 19 | 20 | 25 | 30 | 26 | 20 | 23 | 27 | 25 | 29 | 31 | 33 | 35 |
| motor | 13 | 18 | 24 | 9 | 25 | 17 | 16 | 16 | 16 | 12 | 16 | 22 | 23 | 24 | 21 | 14 | 18 | 13 | 21 | 31 |
| composite | 10 | 9 | 20 | 14 | 17 | 19 | 19 | 20 | 17 | 14 | 20 | 15 | 23 | 26 | 30 | 34 | 29 | 26 | 26 | 26 |
| transmission | 3 | 3 | 0 | 0 | 1 | 5 | 1 | 2 | 12 | 19 | 17 | 11 | 23 | 29 | 32 | 29 | 26 | 26 | 21 | 19 |
| electrolyte | 65 | 56 | 64 | 55 | 64 | 59 | 59 | 56 | 74 | 50 | 54 | 61 | 64 | 66 | 66 | 80 | 95 | 74 | 71 | 80 |
| cooling | 2 | 8 | 3 | 6 | 2 | 7 | 8 | 10 | 10 | 8 | 11 | 16 | 14 | 12 | 9 | 10 | 13 | 11 | 14 | 16 |
| flow | 1 | 4 | 9 | 8 | 3 | 0 | 1 | 4 | 2 | 2 | 3 | 5 | 8 | 7 | 11 | 12 | 12 | 15 | 16 | 14 |
| program | 1 | 1 | 4 | 11 | 5 | 6 | 3 | 9 | 12 | 6 | 4 | 9 | 9 | 14 | 16 | 12 | 12 | 14 | 8 | 14 |
| active | 40 | 39 | 52 | 50 | 42 | 36 | 35 | 38 | 50 | 42 | 56 | 52 | 61 | 50 | 60 | 56 | 50 | 52 | 45 | 53 |
| station | 4 | 4 | 4 | 1 | 2 | 3 | 2 | 2 | 3 | 7 | 10 | 12 | 10 | 10 | 7 | 9 | 12 | 12 | 11 | 17 |
| method | 14 | 11 | 11 | 18 | 15 | 19 | 15 | 20 | 18 | 21 | 34 | 21 | 20 | 24 | 23 | 25 | 32 | 31 | 28 | 27 |
| material | 89 | 78 | 97 | 95 | 85 | 85 | 81 | 67 | 81 | 81 | 106 | 97 | 106 | 98 | 108 | 114 | 99 | 105 | 92 | 102 |
| operating | 6 | 11 | 8 | 13 | 11 | 7 | 8 | 11 | 10 | 9 | 12 | 11 | 13 | 14 | 12 | 14 | 12 | 13 | 16 | 19 |
| cathode | 11 | 18 | 27 | 17 | 16 | 23 | 18 | 11 | 11 | 20 | 17 | 14 | 19 | 21 | 21 | 23 | 20 | 19 | 19 | 21 |
| unit | 16 | 22 | 37 | 18 | 24 | 34 | 30 | 28 | 22 | 23 | 28 | 25 | 22 | 25 | 22 | 29 | 23 | 24 | 32 | 26 |
| slurry | 0 | 2 | 1 | 2 | 2 | 0 | 0 | 0 | 2 | 1 | 2 | 4 | 6 | 5 | 7 | 9 | 5 | 8 | 8 | 10 |
| heat | 4 | 5 | 3 | 2 | 6 | 1 | 4 | 6 | 7 | 7 | 7 | 5 | 9 | 11 | 9 | 10 | 10 | 10 | 10 | 14 |
| redox | 1 | 3 | 10 | 7 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 7 | 8 | 8 | 9 | 11 | 10 |
| thermal | 1 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 6 | 5 | 6 | 6 | 6 | 5 | 8 | 7 | 11 | 8 | 8 | 10 |
| non-aqueous | 40 | 43 | 53 | 44 | 58 | 46 | 52 | 47 | 81 | 51 | 54 | 53 | 62 | 57 | 50 | 61 | 69 | 55 | 48 | 49 |
| structure | 17 | 35 | 25 | 21 | 31 | 21 | 19 | 19 | 24 | 21 | 24 | 26 | 26 | 31 | 28 | 18 | 23 | 21 | 29 | 25 |
| medium | 3 | 4 | 1 | 5 | 4 | 5 | 3 | 4 | 7 | 2 | 3 | 4 | 4 | 5 | 5 | 6 | 5 | 7 | 7 | 11 |
| processing | 2 | 5 | 4 | 3 | 5 | 8 | 6 | 2 | 6 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 6 | 4 | 6 | 10 |
| coil | 0 | 0 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 2 | 3 | 2 | 4 | 7 | 7 | 8 | 11 | 10 | 8 | 7 |
| electricity | 2 | 4 | 2 | 2 | 2 | 3 | 4 | 3 | 7 | 5 | 11 | 11 | 12 | 11 | 14 | 14 | 10 | 11 | 8 | 9 |
| generation | 0 | 4 | 10 | 7 | 9 | 10 | 14 | 12 | 13 | 11 | 9 | 13 | 9 | 8 | 8 | 6 | 10 | 8 | 7 | 7 |
| silicon | 1 | 4 | 1 | 3 | 2 | 1 | 8 | 5 | 3 | 4 | 3 | 6 | 5 | 7 | 8 | 10 | 8 | 8 | 8 | 8 |
| member | 1 | 3 | 4 | 5 | 2 | 7 | 5 | 3 | 6 | 3 | 4 | 6 | 5 | 5 | 4 | 8 | 6 | 8 | 7 | 8 |
| pouch | 0 | 1 | 0 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 4 | 2 | 5 | 7 |
shrinking_list_title_1[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| telephone | 14 | 8 | 14 | 7 | 12 | 13 | 9 | 1 | 2 | 3 | 6 | 2 | 6 | 4 | 7 | 5 | 1 | 0 | 0 | 2 |
| absorbing | 11 | 8 | 1 | 0 | 1 | 2 | 1 | 10 | 2 | 2 | 2 | 1 | 4 | 3 | 4 | 4 | 7 | 4 | 2 | 4 |
| alkaline | 30 | 40 | 36 | 24 | 17 | 21 | 29 | 19 | 19 | 21 | 16 | 11 | 31 | 11 | 23 | 17 | 11 | 15 | 24 | 24 |
| hydrogen | 25 | 34 | 14 | 18 | 12 | 13 | 21 | 24 | 16 | 21 | 8 | 14 | 12 | 12 | 17 | 26 | 17 | 15 | 25 | 20 |
| digital | 8 | 1 | 4 | 3 | 4 | 1 | 5 | 2 | 3 | 0 | 5 | 10 | 4 | 5 | 3 | 9 | 9 | 8 | 5 | 3 |
| manganate | 5 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 5 | 2 | 3 | 0 | 0 | 0 | 2 | 1 | 0 | 3 | 0 | 0 |
| sealed | 17 | 16 | 8 | 6 | 9 | 7 | 16 | 13 | 12 | 13 | 29 | 17 | 23 | 29 | 33 | 22 | 23 | 11 | 18 | 12 |
| ionically | 4 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 0 |
| cadmium | 4 | 0 | 2 | 2 | 0 | 0 | 2 | 3 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| polarizable | 4 | 1 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cubic | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 |
| alternator | 5 | 9 | 6 | 4 | 7 | 3 | 5 | 2 | 8 | 10 | 4 | 7 | 2 | 9 | 6 | 2 | 10 | 8 | 3 | 2 |
| indicating | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 0 | 1 | 2 | 4 | 4 | 2 | 0 | 5 | 3 | 1 |
| hermetically | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 2 | 0 | 2 | 1 | 2 | 1 |
| hole | 3 | 0 | 0 | 2 | 0 | 1 | 1 | 3 | 2 | 2 | 1 | 3 | 4 | 3 | 2 | 4 | 2 | 2 | 3 | 0 |
| cellular | 3 | 5 | 8 | 5 | 2 | 6 | 4 | 1 | 0 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 0 | 0 | 0 |
| timepiece | 2 | 5 | 1 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| manufacture | 19 | 7 | 7 | 5 | 8 | 3 | 9 | 10 | 7 | 11 | 5 | 12 | 20 | 16 | 14 | 20 | 23 | 14 | 22 | 17 |
| radiotelephone | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| sintered | 7 | 5 | 4 | 1 | 1 | 1 | 0 | 0 | 2 | 4 | 6 | 2 | 3 | 7 | 3 | 2 | 1 | 12 | 10 | 5 |
| cordless | 3 | 1 | 4 | 3 | 3 | 6 | 5 | 10 | 5 | 3 | 0 | 1 | 0 | 3 | 6 | 3 | 3 | 3 | 1 | 1 |
| indication | 4 | 0 | 0 | 1 | 0 | 3 | 1 | 1 | 0 | 0 | 2 | 4 | 1 | 4 | 8 | 5 | 1 | 1 | 2 | 2 |
| lipo | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| entertainment | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electroplate | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| fine | 3 | 2 | 1 | 2 | 4 | 6 | 2 | 2 | 2 | 3 | 2 | 4 | 3 | 5 | 10 | 8 | 3 | 1 | 6 | 1 |
| rectangular | 4 | 2 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 7 | 9 | 7 | 3 | 2 | 5 | 2 |
| electrocatalyst | 2 | 1 | 0 | 4 | 3 | 1 | 3 | 2 | 0 | 2 | 0 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 1 | 0 |
| impermeable | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| pasted | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| injecting | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 3 | 0 |
| signaling | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 0 |
| drain | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 4 | 1 | 2 | 2 | 1 | 1 |
| thermostat | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 1 | 0 |
| upon | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 2 | 4 | 1 | 0 | 1 | 2 | 0 | 0 |
| spinel | 6 | 4 | 1 | 0 | 1 | 0 | 2 | 3 | 4 | 3 | 4 | 2 | 8 | 8 | 8 | 2 | 5 | 5 | 5 | 4 |
| nimh | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 |
| hydrophilic | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 7 | 1 | 0 | 0 |
| cassette | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| colelctor | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| sulfated | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| coooh | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| diode | 2 | 1 | 2 | 3 | 0 | 2 | 3 | 3 | 2 | 7 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 |
| sequentially | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| plural | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 4 | 2 | 4 | 2 | 1 | 3 | 0 | 1 |
| microcontroller | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| proctector | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| indirect | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 |
| batteriescharged | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| receptoin | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
shrinking_list_title_1_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cell | 109 | 126 | 103 | 105 | 91 | 58 | 72 | 63 | 61 | 67 | 67 | 65 | 77 | 91 | 89 | 79 | 78 | 58 | 68 | 61 |
| process | 48 | 34 | 30 | 27 | 36 | 27 | 22 | 20 | 19 | 20 | 26 | 18 | 17 | 13 | 12 | 10 | 10 | 11 | 11 | 11 |
| alloy | 33 | 22 | 16 | 14 | 10 | 13 | 7 | 14 | 4 | 8 | 5 | 5 | 6 | 4 | 4 | 4 | 2 | 2 | 1 | 3 |
| alkaline | 32 | 35 | 33 | 21 | 14 | 14 | 16 | 9 | 8 | 8 | 5 | 2 | 5 | 2 | 3 | 2 | 2 | 2 | 3 | 3 |
| circuit | 62 | 69 | 72 | 57 | 64 | 67 | 67 | 67 | 56 | 69 | 46 | 50 | 36 | 38 | 39 | 39 | 34 | 32 | 40 | 33 |
| portable | 36 | 24 | 30 | 30 | 32 | 49 | 33 | 31 | 31 | 27 | 23 | 23 | 15 | 17 | 13 | 15 | 13 | 13 | 6 | 9 |
| rechargeable | 45 | 41 | 47 | 30 | 29 | 35 | 39 | 46 | 37 | 29 | 27 | 28 | 32 | 24 | 29 | 27 | 31 | 20 | 18 | 19 |
| hydrogen | 27 | 30 | 13 | 16 | 10 | 9 | 12 | 12 | 7 | 8 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 2 | 3 | 2 |
| charger | 43 | 35 | 35 | 54 | 45 | 37 | 34 | 38 | 36 | 37 | 28 | 27 | 21 | 26 | 20 | 23 | 23 | 17 | 18 | 21 |
| polymer | 32 | 22 | 25 | 22 | 21 | 19 | 13 | 10 | 8 | 7 | 6 | 8 | 6 | 7 | 7 | 9 | 10 | 9 | 11 | 11 |
| charge | 34 | 36 | 32 | 26 | 33 | 30 | 24 | 30 | 28 | 38 | 35 | 36 | 31 | 34 | 28 | 24 | 19 | 24 | 16 | 16 |
| manufacture | 20 | 6 | 6 | 4 | 6 | 2 | 5 | 5 | 3 | 4 | 2 | 3 | 3 | 2 | 2 | 3 | 3 | 2 | 3 | 2 |
| lead | 29 | 26 | 16 | 36 | 26 | 27 | 19 | 7 | 19 | 14 | 11 | 11 | 10 | 9 | 10 | 9 | 11 | 14 | 11 | 11 |
| electronic | 56 | 32 | 33 | 41 | 46 | 49 | 43 | 40 | 50 | 58 | 45 | 37 | 36 | 37 | 52 | 55 | 50 | 45 | 42 | 39 |
| sealed | 18 | 14 | 7 | 5 | 7 | 5 | 9 | 6 | 5 | 5 | 9 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 2 | 1 |
| supply | 61 | 50 | 68 | 46 | 72 | 85 | 70 | 84 | 80 | 57 | 63 | 71 | 65 | 57 | 62 | 54 | 58 | 56 | 54 | 44 |
| oxide | 27 | 28 | 18 | 16 | 20 | 12 | 19 | 15 | 15 | 15 | 14 | 14 | 12 | 12 | 15 | 18 | 13 | 12 | 14 | 11 |
| apparatus | 91 | 80 | 78 | 76 | 81 | 103 | 90 | 97 | 85 | 88 | 81 | 90 | 101 | 100 | 99 | 92 | 95 | 97 | 80 | 76 |
| telephone | 15 | 7 | 13 | 6 | 10 | 9 | 5 | 0 | 1 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 |
| capacitor | 19 | 20 | 23 | 17 | 19 | 29 | 21 | 21 | 10 | 14 | 11 | 9 | 16 | 7 | 9 | 7 | 6 | 6 | 5 | 5 |
| electrochemical | 45 | 37 | 31 | 28 | 42 | 35 | 35 | 33 | 40 | 24 | 22 | 26 | 26 | 33 | 32 | 28 | 23 | 25 | 25 | 31 |
| generator | 17 | 19 | 26 | 20 | 17 | 23 | 10 | 13 | 14 | 13 | 6 | 7 | 5 | 3 | 5 | 5 | 5 | 3 | 2 | 4 |
| manganese | 16 | 19 | 10 | 4 | 6 | 5 | 5 | 6 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 3 | 5 | 3 |
| equipment | 22 | 9 | 11 | 17 | 12 | 18 | 11 | 11 | 12 | 16 | 8 | 9 | 10 | 7 | 8 | 9 | 9 | 10 | 9 | 9 |
| acid | 19 | 17 | 8 | 23 | 19 | 15 | 11 | 5 | 9 | 11 | 8 | 8 | 6 | 5 | 6 | 7 | 8 | 8 | 6 | 6 |
| production | 23 | 21 | 17 | 22 | 32 | 23 | 18 | 17 | 8 | 14 | 14 | 17 | 17 | 14 | 12 | 14 | 14 | 15 | 15 | 11 |
| nickel | 17 | 31 | 22 | 20 | 12 | 8 | 19 | 9 | 8 | 7 | 6 | 7 | 6 | 4 | 6 | 6 | 6 | 4 | 8 | 5 |
| improved | 19 | 7 | 8 | 8 | 7 | 15 | 11 | 10 | 9 | 6 | 6 | 5 | 8 | 6 | 7 | 6 | 8 | 7 | 8 | 8 |
| absorbing | 12 | 7 | 1 | 0 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 |
| plate | 23 | 23 | 16 | 23 | 16 | 20 | 20 | 11 | 9 | 13 | 12 | 11 | 11 | 10 | 8 | 10 | 11 | 12 | 14 | 12 |
| case | 18 | 11 | 11 | 7 | 10 | 18 | 16 | 4 | 12 | 7 | 6 | 8 | 8 | 8 | 8 | 8 | 7 | 7 | 7 | 8 |
| source | 16 | 22 | 17 | 24 | 19 | 13 | 16 | 17 | 22 | 17 | 12 | 16 | 12 | 14 | 12 | 12 | 9 | 10 | 9 | 6 |
| switching | 13 | 5 | 5 | 8 | 10 | 9 | 9 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 3 |
| set | 11 | 7 | 5 | 3 | 2 | 4 | 3 | 2 | 7 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| capacity | 15 | 15 | 13 | 13 | 18 | 16 | 14 | 10 | 13 | 7 | 7 | 10 | 9 | 6 | 8 | 8 | 6 | 7 | 6 | 6 |
| radio | 10 | 1 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 1 |
| digital | 9 | 1 | 4 | 3 | 3 | 1 | 3 | 1 | 1 | 0 | 2 | 2 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 |
| accumulator | 14 | 14 | 17 | 21 | 18 | 12 | 15 | 10 | 17 | 14 | 14 | 11 | 12 | 9 | 7 | 6 | 7 | 3 | 6 | 6 |
| alkali | 10 | 4 | 4 | 9 | 6 | 1 | 2 | 0 | 0 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 2 | 2 | 2 | 2 |
| hydroxide | 9 | 3 | 3 | 3 | 3 | 1 | 3 | 0 | 0 | 2 | 0 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 2 | 1 |
| valve | 9 | 6 | 5 | 4 | 6 | 6 | 7 | 3 | 3 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 |
| sintered | 7 | 4 | 4 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 1 |
| current | 28 | 30 | 26 | 24 | 19 | 25 | 32 | 16 | 22 | 19 | 18 | 18 | 20 | 20 | 18 | 17 | 17 | 15 | 19 | 21 |
| metallic | 7 | 4 | 1 | 1 | 3 | 0 | 2 | 0 | 0 | 1 | 3 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 |
| signal | 9 | 4 | 1 | 3 | 1 | 5 | 1 | 4 | 6 | 4 | 3 | 3 | 2 | 3 | 3 | 3 | 4 | 3 | 2 | 2 |
| polyolefin | 7 | 1 | 2 | 1 | 2 | 3 | 2 | 6 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 2 | 1 | 2 | 2 | 1 |
| switch | 9 | 10 | 6 | 2 | 6 | 6 | 7 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 5 | 4 | 2 |
| double | 7 | 11 | 6 | 3 | 8 | 6 | 9 | 9 | 2 | 4 | 2 | 3 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 1 |
| controller | 12 | 14 | 14 | 17 | 10 | 13 | 12 | 18 | 19 | 16 | 11 | 12 | 8 | 9 | 6 | 7 | 6 | 6 | 7 | 6 |
| spinel | 6 | 4 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 |
highest_abs_change_list_title_1[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery | 571 | 663 | 587 | 657 | 705 | 805 | 1,033 | 1,107 | 1,312 | 1,444 | 1,725 | 2,730 | 3,428 | 3,791 | 4,108 | 3,961 | 4,082 | 4,197 | 4,939 | 5,966 |
| device | 144 | 156 | 166 | 225 | 254 | 302 | 397 | 469 | 564 | 625 | 765 | 1,067 | 1,543 | 1,889 | 1,954 | 1,800 | 1,812 | 2,027 | 2,159 | 2,559 |
| power | 115 | 146 | 169 | 163 | 203 | 258 | 314 | 372 | 467 | 451 | 606 | 973 | 1,342 | 1,523 | 1,773 | 1,609 | 1,631 | 1,850 | 1,702 | 1,602 |
| secondary | 125 | 160 | 165 | 194 | 218 | 243 | 340 | 313 | 390 | 407 | 538 | 844 | 1,104 | 1,282 | 1,375 | 1,339 | 1,379 | 1,249 | 1,477 | 1,923 |
| system | 88 | 127 | 128 | 150 | 137 | 186 | 236 | 320 | 423 | 513 | 630 | 1,042 | 1,334 | 1,530 | 1,528 | 1,530 | 1,508 | 1,737 | 1,925 | 2,103 |
| lithium | 124 | 167 | 155 | 135 | 191 | 204 | 271 | 243 | 272 | 334 | 459 | 722 | 977 | 1,054 | 1,189 | 1,237 | 1,144 | 1,026 | 1,224 | 1,601 |
| vehicle | 55 | 73 | 91 | 83 | 87 | 84 | 106 | 176 | 208 | 232 | 392 | 579 | 832 | 921 | 754 | 704 | 671 | 872 | 1,142 | 1,523 |
| electrode | 126 | 151 | 135 | 146 | 186 | 192 | 231 | 259 | 313 | 328 | 429 | 644 | 929 | 969 | 1,092 | 1,083 | 1,011 | 1,138 | 1,283 | 1,617 |
| charging | 76 | 108 | 103 | 100 | 114 | 144 | 132 | 173 | 225 | 293 | 379 | 497 | 725 | 894 | 823 | 822 | 921 | 1,067 | 1,208 | 1,417 |
| electric | 42 | 67 | 51 | 62 | 57 | 72 | 121 | 123 | 144 | 178 | 255 | 425 | 578 | 678 | 486 | 494 | 441 | 494 | 600 | 726 |
| material | 84 | 89 | 107 | 109 | 106 | 128 | 148 | 134 | 185 | 212 | 331 | 448 | 635 | 650 | 763 | 787 | 687 | 796 | 785 | 972 |
| storage | 51 | 79 | 62 | 79 | 64 | 87 | 102 | 141 | 147 | 145 | 186 | 337 | 544 | 715 | 743 | 714 | 659 | 744 | 803 | 887 |
| control | 39 | 54 | 54 | 63 | 59 | 75 | 93 | 148 | 164 | 198 | 200 | 346 | 444 | 590 | 546 | 534 | 569 | 735 | 625 | 715 |
| electrolyte | 61 | 64 | 71 | 63 | 80 | 88 | 107 | 112 | 170 | 131 | 169 | 283 | 385 | 439 | 465 | 552 | 663 | 558 | 606 | 765 |
| cell | 102 | 143 | 114 | 121 | 113 | 87 | 130 | 126 | 140 | 176 | 208 | 300 | 461 | 599 | 626 | 545 | 545 | 442 | 579 | 579 |
| ion | 24 | 31 | 26 | 33 | 34 | 57 | 91 | 75 | 97 | 101 | 190 | 329 | 485 | 550 | 612 | 661 | 616 | 533 | 605 | 675 |
| manufacturing | 30 | 68 | 69 | 78 | 62 | 92 | 117 | 106 | 153 | 178 | 175 | 277 | 430 | 454 | 494 | 429 | 507 | 529 | 600 | 735 |
| energy | 18 | 31 | 33 | 46 | 52 | 63 | 55 | 111 | 135 | 154 | 206 | 348 | 424 | 577 | 499 | 497 | 464 | 551 | 647 | 657 |
| apparatus | 85 | 91 | 86 | 87 | 101 | 155 | 164 | 195 | 195 | 230 | 252 | 416 | 605 | 662 | 696 | 640 | 665 | 733 | 678 | 719 |
| non-aqueous | 38 | 49 | 59 | 51 | 72 | 69 | 95 | 95 | 185 | 134 | 170 | 245 | 370 | 377 | 349 | 425 | 478 | 415 | 406 | 466 |
| wireless | 7 | 4 | 6 | 6 | 8 | 19 | 12 | 15 | 31 | 40 | 102 | 121 | 240 | 340 | 480 | 462 | 527 | 595 | 510 | 511 |
| active | 38 | 44 | 57 | 57 | 52 | 54 | 63 | 76 | 115 | 111 | 176 | 240 | 366 | 331 | 422 | 391 | 349 | 391 | 383 | 508 |
| module | 8 | 20 | 13 | 16 | 16 | 29 | 56 | 38 | 85 | 73 | 92 | 182 | 279 | 280 | 349 | 325 | 334 | 398 | 512 | 600 |
| supply | 57 | 57 | 75 | 53 | 90 | 127 | 128 | 168 | 184 | 149 | 198 | 327 | 389 | 376 | 433 | 372 | 402 | 422 | 458 | 418 |
| pack | 31 | 46 | 26 | 42 | 54 | 54 | 95 | 119 | 109 | 130 | 161 | 247 | 313 | 336 | 310 | 324 | 307 | 381 | 462 | 536 |
| circuit | 58 | 78 | 80 | 66 | 79 | 101 | 121 | 135 | 129 | 181 | 143 | 232 | 214 | 253 | 274 | 268 | 240 | 240 | 338 | 314 |
| motor | 12 | 20 | 27 | 10 | 31 | 26 | 29 | 32 | 37 | 31 | 51 | 100 | 136 | 162 | 146 | 98 | 122 | 100 | 182 | 293 |
| electrical | 32 | 34 | 33 | 43 | 47 | 40 | 53 | 69 | 84 | 69 | 89 | 186 | 226 | 258 | 262 | 229 | 199 | 228 | 298 | 327 |
| electronic | 53 | 36 | 36 | 47 | 57 | 74 | 79 | 80 | 116 | 152 | 141 | 171 | 217 | 242 | 365 | 380 | 348 | 337 | 358 | 373 |
| electrochemical | 42 | 42 | 34 | 32 | 52 | 52 | 63 | 66 | 93 | 62 | 69 | 119 | 155 | 216 | 224 | 195 | 160 | 188 | 209 | 294 |
| rechargeable | 42 | 46 | 52 | 35 | 36 | 52 | 70 | 92 | 85 | 75 | 84 | 128 | 193 | 157 | 206 | 185 | 219 | 153 | 156 | 177 |
| solid | 9 | 9 | 10 | 9 | 9 | 4 | 12 | 12 | 9 | 18 | 24 | 49 | 67 | 116 | 117 | 126 | 195 | 273 | 282 | 438 |
| structure | 16 | 40 | 28 | 24 | 39 | 32 | 35 | 38 | 55 | 55 | 75 | 120 | 157 | 202 | 194 | 128 | 160 | 157 | 248 | 239 |
| unit | 15 | 25 | 41 | 21 | 30 | 51 | 55 | 56 | 50 | 61 | 88 | 117 | 130 | 164 | 158 | 200 | 158 | 185 | 275 | 248 |
| assembly | 16 | 23 | 21 | 14 | 25 | 30 | 59 | 38 | 46 | 66 | 94 | 120 | 121 | 155 | 191 | 172 | 204 | 235 | 277 | 336 |
| charge | 32 | 41 | 35 | 30 | 41 | 45 | 43 | 60 | 65 | 101 | 110 | 167 | 184 | 224 | 195 | 167 | 135 | 185 | 139 | 148 |
| anode | 15 | 8 | 9 | 12 | 14 | 14 | 37 | 22 | 39 | 50 | 65 | 48 | 65 | 96 | 161 | 92 | 119 | 105 | 125 | 145 |
| management | 8 | 12 | 8 | 14 | 18 | 22 | 26 | 33 | 47 | 57 | 66 | 132 | 185 | 188 | 249 | 239 | 246 | 240 | 279 | 327 |
| terminal | 21 | 23 | 28 | 32 | 27 | 42 | 60 | 31 | 43 | 37 | 58 | 88 | 94 | 150 | 116 | 136 | 147 | 173 | 140 | 165 |
| state | 8 | 16 | 17 | 14 | 21 | 27 | 31 | 37 | 36 | 54 | 45 | 84 | 94 | 153 | 159 | 151 | 193 | 203 | 200 | 309 |
| composite | 9 | 10 | 22 | 16 | 21 | 28 | 34 | 40 | 38 | 36 | 61 | 68 | 136 | 173 | 214 | 233 | 203 | 200 | 221 | 251 |
| program | 1 | 1 | 4 | 13 | 6 | 9 | 6 | 19 | 28 | 15 | 13 | 43 | 56 | 93 | 115 | 81 | 82 | 104 | 65 | 133 |
| transmission | 3 | 3 | 0 | 0 | 1 | 8 | 2 | 5 | 28 | 49 | 52 | 51 | 138 | 194 | 228 | 198 | 181 | 197 | 181 | 180 |
| voltage | 25 | 58 | 53 | 46 | 47 | 66 | 79 | 86 | 85 | 90 | 92 | 121 | 170 | 149 | 194 | 159 | 157 | 175 | 194 | 200 |
| metal | 24 | 26 | 23 | 19 | 38 | 39 | 32 | 27 | 38 | 57 | 48 | 87 | 104 | 116 | 142 | 138 | 126 | 143 | 216 | 244 |
| charger | 40 | 40 | 39 | 62 | 56 | 55 | 62 | 77 | 82 | 96 | 88 | 123 | 128 | 170 | 140 | 160 | 158 | 131 | 149 | 197 |
| separator | 20 | 22 | 25 | 27 | 25 | 26 | 19 | 43 | 52 | 36 | 44 | 75 | 135 | 167 | 158 | 154 | 184 | 171 | 211 | 212 |
| based | 13 | 10 | 18 | 18 | 12 | 26 | 33 | 16 | 21 | 31 | 26 | 49 | 69 | 105 | 80 | 131 | 134 | 151 | 166 | 191 |
| current | 26 | 34 | 29 | 28 | 23 | 37 | 58 | 33 | 51 | 49 | 57 | 81 | 121 | 131 | 124 | 115 | 120 | 117 | 159 | 198 |
| portable | 34 | 27 | 33 | 35 | 40 | 73 | 60 | 63 | 72 | 72 | 71 | 108 | 91 | 113 | 95 | 106 | 91 | 99 | 54 | 84 |
highest_abs_change_list_title_1_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery | 608 | 584 | 531 | 571 | 567 | 536 | 568 | 553 | 571 | 550 | 552 | 591 | 574 | 573 | 584 | 572 | 586 | 555 | 580 | 626 |
| power | 122 | 129 | 153 | 142 | 163 | 172 | 173 | 186 | 203 | 172 | 194 | 211 | 225 | 230 | 252 | 232 | 234 | 245 | 200 | 168 |
| lithium | 132 | 147 | 140 | 117 | 154 | 136 | 149 | 121 | 118 | 127 | 147 | 156 | 164 | 159 | 169 | 179 | 164 | 136 | 144 | 168 |
| device | 153 | 137 | 150 | 195 | 204 | 201 | 218 | 234 | 245 | 238 | 245 | 231 | 258 | 286 | 278 | 260 | 260 | 268 | 254 | 269 |
| secondary | 133 | 141 | 149 | 169 | 175 | 162 | 187 | 156 | 170 | 155 | 172 | 183 | 185 | 194 | 195 | 193 | 198 | 165 | 173 | 202 |
| vehicle | 59 | 64 | 82 | 72 | 70 | 56 | 58 | 88 | 91 | 88 | 125 | 125 | 139 | 139 | 107 | 102 | 96 | 115 | 134 | 160 |
| system | 94 | 112 | 116 | 130 | 110 | 124 | 130 | 160 | 184 | 195 | 202 | 225 | 223 | 231 | 217 | 221 | 216 | 230 | 226 | 221 |
| supply | 61 | 50 | 68 | 46 | 72 | 85 | 70 | 84 | 80 | 57 | 63 | 71 | 65 | 57 | 62 | 54 | 58 | 56 | 54 | 44 |
| cell | 109 | 126 | 103 | 105 | 91 | 58 | 72 | 63 | 61 | 67 | 67 | 65 | 77 | 91 | 89 | 79 | 78 | 58 | 68 | 61 |
| charging | 81 | 95 | 93 | 87 | 92 | 96 | 73 | 86 | 98 | 112 | 121 | 108 | 121 | 135 | 117 | 119 | 132 | 141 | 142 | 149 |
| non-aqueous | 40 | 43 | 53 | 44 | 58 | 46 | 52 | 47 | 81 | 51 | 54 | 53 | 62 | 57 | 50 | 61 | 69 | 55 | 48 | 49 |
| material | 89 | 78 | 97 | 95 | 85 | 85 | 81 | 67 | 81 | 81 | 106 | 97 | 106 | 98 | 108 | 114 | 99 | 105 | 92 | 102 |
| storage | 54 | 70 | 56 | 69 | 51 | 58 | 56 | 70 | 64 | 55 | 60 | 73 | 91 | 108 | 106 | 103 | 95 | 98 | 94 | 93 |
| electrode | 134 | 133 | 122 | 127 | 150 | 128 | 127 | 129 | 136 | 125 | 137 | 139 | 156 | 147 | 155 | 156 | 145 | 150 | 151 | 170 |
| electric | 45 | 59 | 46 | 54 | 46 | 48 | 67 | 61 | 63 | 68 | 82 | 92 | 97 | 103 | 69 | 71 | 63 | 65 | 70 | 76 |
| electrolyte | 65 | 56 | 64 | 55 | 64 | 59 | 59 | 56 | 74 | 50 | 54 | 61 | 64 | 66 | 66 | 80 | 95 | 74 | 71 | 80 |
| manufacturing | 32 | 60 | 62 | 68 | 50 | 61 | 64 | 53 | 67 | 68 | 56 | 60 | 72 | 69 | 70 | 62 | 73 | 70 | 70 | 77 |
| control | 42 | 48 | 49 | 55 | 47 | 50 | 51 | 74 | 71 | 75 | 64 | 75 | 74 | 89 | 78 | 77 | 82 | 97 | 73 | 75 |
| apparatus | 91 | 80 | 78 | 76 | 81 | 103 | 90 | 97 | 85 | 88 | 81 | 90 | 101 | 100 | 99 | 92 | 95 | 97 | 80 | 76 |
| energy | 19 | 27 | 30 | 40 | 42 | 42 | 30 | 55 | 59 | 59 | 66 | 75 | 71 | 87 | 71 | 72 | 67 | 73 | 76 | 69 |
| ion | 26 | 27 | 24 | 29 | 27 | 38 | 50 | 37 | 42 | 38 | 61 | 71 | 81 | 83 | 87 | 95 | 88 | 70 | 71 | 71 |
| wireless | 7 | 4 | 5 | 5 | 6 | 13 | 7 | 7 | 13 | 15 | 33 | 26 | 40 | 51 | 68 | 67 | 76 | 79 | 60 | 54 |
| active | 40 | 39 | 52 | 50 | 42 | 36 | 35 | 38 | 50 | 42 | 56 | 52 | 61 | 50 | 60 | 56 | 50 | 52 | 45 | 53 |
| circuit | 62 | 69 | 72 | 57 | 64 | 67 | 67 | 67 | 56 | 69 | 46 | 50 | 36 | 38 | 39 | 39 | 34 | 32 | 40 | 33 |
| electronic | 56 | 32 | 33 | 41 | 46 | 49 | 43 | 40 | 50 | 58 | 45 | 37 | 36 | 37 | 52 | 55 | 50 | 45 | 42 | 39 |
| module | 9 | 18 | 12 | 14 | 13 | 19 | 31 | 19 | 37 | 28 | 29 | 39 | 47 | 42 | 50 | 47 | 48 | 53 | 60 | 63 |
| pack | 33 | 41 | 24 | 36 | 43 | 36 | 52 | 59 | 47 | 49 | 52 | 53 | 52 | 51 | 44 | 47 | 44 | 50 | 54 | 56 |
| unit | 16 | 22 | 37 | 18 | 24 | 34 | 30 | 28 | 22 | 23 | 28 | 25 | 22 | 25 | 22 | 29 | 23 | 24 | 32 | 26 |
| motor | 13 | 18 | 24 | 9 | 25 | 17 | 16 | 16 | 16 | 12 | 16 | 22 | 23 | 24 | 21 | 14 | 18 | 13 | 21 | 31 |
| rechargeable | 45 | 41 | 47 | 30 | 29 | 35 | 39 | 46 | 37 | 29 | 27 | 28 | 32 | 24 | 29 | 27 | 31 | 20 | 18 | 19 |
| structure | 17 | 35 | 25 | 21 | 31 | 21 | 19 | 19 | 24 | 21 | 24 | 26 | 26 | 31 | 28 | 18 | 23 | 21 | 29 | 25 |
| lead | 29 | 26 | 16 | 36 | 26 | 27 | 19 | 7 | 19 | 14 | 11 | 11 | 10 | 9 | 10 | 9 | 11 | 14 | 11 | 11 |
| electrochemical | 45 | 37 | 31 | 28 | 42 | 35 | 35 | 33 | 40 | 24 | 22 | 26 | 26 | 33 | 32 | 28 | 23 | 25 | 25 | 31 |
| charger | 43 | 35 | 35 | 54 | 45 | 37 | 34 | 38 | 36 | 37 | 28 | 27 | 21 | 26 | 20 | 23 | 23 | 17 | 18 | 21 |
| portable | 36 | 24 | 30 | 30 | 32 | 49 | 33 | 31 | 31 | 27 | 23 | 23 | 15 | 17 | 13 | 15 | 13 | 13 | 6 | 9 |
| charge | 34 | 36 | 32 | 26 | 33 | 30 | 24 | 30 | 28 | 38 | 35 | 36 | 31 | 34 | 28 | 24 | 19 | 24 | 16 | 16 |
| terminal | 22 | 20 | 25 | 28 | 22 | 28 | 33 | 15 | 19 | 14 | 19 | 19 | 16 | 23 | 16 | 20 | 21 | 23 | 16 | 17 |
| carbon | 14 | 15 | 17 | 23 | 17 | 27 | 13 | 22 | 17 | 19 | 21 | 13 | 15 | 14 | 18 | 19 | 16 | 17 | 12 | 13 |
| anode | 16 | 7 | 8 | 10 | 11 | 9 | 20 | 11 | 17 | 19 | 21 | 10 | 11 | 15 | 23 | 13 | 17 | 14 | 15 | 15 |
| assembly | 17 | 20 | 19 | 12 | 20 | 20 | 32 | 19 | 20 | 25 | 30 | 26 | 20 | 23 | 27 | 25 | 29 | 31 | 33 | 35 |
| voltage | 27 | 51 | 48 | 40 | 38 | 44 | 43 | 43 | 37 | 34 | 29 | 26 | 28 | 23 | 28 | 23 | 23 | 23 | 23 | 21 |
| method | 14 | 11 | 11 | 18 | 15 | 19 | 15 | 20 | 18 | 21 | 34 | 21 | 20 | 24 | 23 | 25 | 32 | 31 | 28 | 27 |
| electrical | 34 | 30 | 30 | 37 | 38 | 27 | 29 | 34 | 37 | 26 | 28 | 40 | 38 | 39 | 37 | 33 | 29 | 30 | 35 | 34 |
| element | 13 | 9 | 15 | 8 | 17 | 11 | 15 | 12 | 23 | 14 | 14 | 15 | 14 | 18 | 16 | 15 | 13 | 12 | 16 | 13 |
| cathode | 11 | 18 | 27 | 17 | 16 | 23 | 18 | 11 | 11 | 20 | 17 | 14 | 19 | 21 | 21 | 23 | 20 | 19 | 19 | 21 |
| film | 11 | 12 | 14 | 11 | 19 | 32 | 19 | 14 | 14 | 21 | 18 | 12 | 13 | 20 | 14 | 13 | 14 | 14 | 14 | 13 |
| protection | 15 | 12 | 17 | 17 | 9 | 18 | 24 | 11 | 17 | 21 | 16 | 12 | 10 | 11 | 11 | 14 | 14 | 12 | 13 | 11 |
| nickel | 17 | 31 | 22 | 20 | 12 | 8 | 19 | 9 | 8 | 7 | 6 | 7 | 6 | 4 | 6 | 6 | 6 | 4 | 8 | 5 |
| transmission | 3 | 3 | 0 | 0 | 1 | 5 | 1 | 2 | 12 | 19 | 17 | 11 | 23 | 29 | 32 | 29 | 26 | 26 | 21 | 19 |
| metal | 26 | 23 | 21 | 17 | 31 | 26 | 18 | 13 | 17 | 22 | 15 | 19 | 17 | 18 | 20 | 20 | 18 | 19 | 25 | 26 |
growing_list_title_2, shrinking_list_title_2, highest_abs_change_list_title_2, growing_list_title_2_scaled, shrinking_list_title_2_scaled, highest_abs_change_list_title_2_scaled = growing_keywords(
2,
'appln_title'
)
N-grams created N-grams counted Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created
growing_list_title_2[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| secondary battery | 96 | 116 | 118 | 141 | 183 | 223 | 312 | 296 | 363 | 387 | 502 | 797 | 1,036 | 1,173 | 1,256 | 1,207 | 1,255 | 1,170 | 1,393 | 1,835 |
| lithium ion | 22 | 31 | 25 | 33 | 29 | 55 | 87 | 70 | 90 | 98 | 183 | 319 | 468 | 506 | 566 | 595 | 546 | 475 | 528 | 583 |
| battery pack | 27 | 43 | 23 | 37 | 54 | 49 | 89 | 110 | 106 | 124 | 154 | 235 | 302 | 326 | 297 | 308 | 288 | 373 | 443 | 524 |
| lithium secondary | 42 | 63 | 58 | 48 | 77 | 85 | 101 | 68 | 77 | 101 | 147 | 184 | 236 | 277 | 250 | 218 | 241 | 190 | 290 | 487 |
| active material | 33 | 38 | 49 | 47 | 41 | 44 | 59 | 63 | 98 | 102 | 156 | 213 | 329 | 308 | 380 | 362 | 317 | 366 | 347 | 462 |
| battery module | 5 | 12 | 6 | 1 | 6 | 6 | 39 | 17 | 36 | 33 | 52 | 92 | 128 | 143 | 188 | 182 | 183 | 202 | 280 | 374 |
| electric vehicle | 11 | 10 | 7 | 12 | 6 | 6 | 16 | 18 | 27 | 36 | 111 | 153 | 245 | 290 | 173 | 198 | 138 | 221 | 251 | 343 |
| energy storage | 0 | 7 | 13 | 15 | 16 | 19 | 21 | 37 | 48 | 50 | 63 | 115 | 159 | 258 | 196 | 225 | 199 | 261 | 299 | 332 |
| power supply | 46 | 46 | 69 | 47 | 77 | 114 | 108 | 144 | 170 | 126 | 176 | 262 | 343 | 321 | 384 | 335 | 357 | 385 | 401 | 372 |
| storage device | 7 | 6 | 8 | 9 | 13 | 16 | 18 | 29 | 53 | 47 | 68 | 119 | 202 | 288 | 301 | 271 | 246 | 277 | 265 | 329 |
| non-aqueous electrolyte | 27 | 39 | 42 | 39 | 55 | 58 | 75 | 77 | 142 | 107 | 125 | 205 | 276 | 284 | 277 | 335 | 380 | 311 | 262 | 343 |
| ion battery | 9 | 10 | 12 | 9 | 4 | 18 | 31 | 27 | 39 | 43 | 76 | 147 | 187 | 195 | 237 | 253 | 270 | 264 | 334 | 317 |
| battery electrode | 12 | 12 | 7 | 8 | 26 | 25 | 30 | 35 | 41 | 41 | 74 | 114 | 193 | 168 | 205 | 214 | 190 | 240 | 240 | 296 |
| electrode active | 8 | 17 | 12 | 22 | 23 | 24 | 25 | 38 | 40 | 54 | 78 | 132 | 182 | 155 | 164 | 201 | 194 | 234 | 210 | 291 |
| motor vehicle | 8 | 9 | 19 | 6 | 22 | 12 | 17 | 22 | 21 | 19 | 37 | 70 | 114 | 135 | 113 | 66 | 101 | 75 | 153 | 255 |
| ion secondary | 4 | 13 | 6 | 16 | 19 | 28 | 43 | 32 | 36 | 40 | 88 | 150 | 199 | 289 | 320 | 322 | 242 | 213 | 202 | 239 |
| battery cell | 5 | 9 | 9 | 8 | 8 | 6 | 9 | 9 | 14 | 27 | 32 | 82 | 99 | 173 | 175 | 143 | 165 | 144 | 211 | 229 |
| battery manufacturing | 9 | 21 | 26 | 26 | 28 | 34 | 45 | 42 | 52 | 66 | 56 | 98 | 145 | 125 | 127 | 138 | 139 | 118 | 173 | 230 |
| electrolyte secondary | 23 | 25 | 28 | 29 | 43 | 42 | 51 | 54 | 101 | 83 | 101 | 140 | 171 | 203 | 223 | 271 | 280 | 214 | 188 | 237 |
| electronic device | 16 | 17 | 14 | 25 | 25 | 28 | 40 | 40 | 55 | 77 | 92 | 113 | 112 | 150 | 151 | 199 | 203 | 181 | 230 | 230 |
| solid state | 0 | 3 | 0 | 2 | 0 | 2 | 2 | 4 | 4 | 2 | 6 | 19 | 35 | 50 | 56 | 43 | 89 | 129 | 121 | 205 |
| material lithium | 13 | 16 | 21 | 22 | 26 | 34 | 35 | 28 | 30 | 55 | 98 | 116 | 153 | 172 | 193 | 183 | 155 | 126 | 137 | 209 |
| battery lithium | 5 | 8 | 10 | 13 | 18 | 18 | 30 | 14 | 20 | 32 | 49 | 69 | 94 | 117 | 145 | 134 | 137 | 112 | 141 | 198 |
| wireless power | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 11 | 13 | 44 | 53 | 143 | 180 | 276 | 237 | 267 | 287 | 220 | 190 |
| wireless charging | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 2 | 5 | 19 | 20 | 48 | 82 | 103 | 132 | 150 | 218 | 194 | 190 |
| power storage | 1 | 2 | 1 | 2 | 1 | 5 | 5 | 13 | 29 | 19 | 20 | 64 | 125 | 135 | 177 | 176 | 178 | 225 | 209 | 188 |
| charging system | 7 | 9 | 11 | 13 | 10 | 16 | 11 | 14 | 26 | 44 | 67 | 90 | 89 | 134 | 108 | 91 | 132 | 160 | 174 | 183 |
| electrode lithium | 9 | 12 | 16 | 14 | 25 | 19 | 23 | 21 | 26 | 32 | 45 | 75 | 111 | 133 | 144 | 148 | 118 | 117 | 133 | 185 |
| charging device | 9 | 13 | 9 | 10 | 7 | 14 | 12 | 25 | 31 | 24 | 37 | 48 | 100 | 104 | 114 | 120 | 119 | 123 | 147 | 175 |
| control device | 3 | 6 | 11 | 18 | 14 | 9 | 20 | 29 | 37 | 38 | 38 | 72 | 98 | 128 | 115 | 119 | 135 | 153 | 123 | 163 |
| battery system | 4 | 11 | 1 | 10 | 7 | 4 | 11 | 10 | 9 | 26 | 60 | 96 | 129 | 126 | 155 | 139 | 139 | 122 | 150 | 162 |
| lithium battery | 20 | 28 | 23 | 17 | 24 | 25 | 25 | 35 | 41 | 59 | 61 | 104 | 127 | 90 | 191 | 188 | 175 | 135 | 124 | 177 |
| electrode material | 16 | 16 | 17 | 28 | 23 | 28 | 34 | 27 | 29 | 34 | 57 | 80 | 120 | 117 | 133 | 169 | 123 | 115 | 118 | 169 |
| electrochemical device | 2 | 1 | 2 | 5 | 9 | 17 | 15 | 24 | 17 | 17 | 13 | 29 | 27 | 52 | 70 | 39 | 40 | 76 | 69 | 146 |
| solid electrolyte | 3 | 3 | 3 | 2 | 3 | 1 | 3 | 2 | 0 | 5 | 9 | 19 | 11 | 35 | 28 | 37 | 62 | 87 | 97 | 140 |
| management system | 5 | 4 | 6 | 6 | 3 | 10 | 7 | 16 | 21 | 24 | 28 | 55 | 75 | 77 | 104 | 103 | 78 | 98 | 109 | 138 |
| vehicle battery | 7 | 2 | 6 | 10 | 10 | 5 | 10 | 8 | 16 | 18 | 33 | 39 | 63 | 77 | 75 | 64 | 54 | 69 | 86 | 133 |
| storage system | 1 | 2 | 3 | 3 | 1 | 6 | 8 | 12 | 13 | 12 | 18 | 55 | 80 | 104 | 104 | 122 | 87 | 120 | 167 | 127 |
| power transmission | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 2 | 20 | 37 | 41 | 40 | 111 | 156 | 182 | 155 | 134 | 145 | 128 | 120 |
| state battery | 0 | 0 | 3 | 0 | 3 | 4 | 1 | 3 | 4 | 2 | 7 | 14 | 24 | 40 | 31 | 23 | 24 | 46 | 60 | 115 |
| flow battery | 1 | 2 | 4 | 7 | 2 | 0 | 0 | 2 | 1 | 1 | 2 | 15 | 35 | 28 | 58 | 63 | 68 | 86 | 104 | 114 |
| charging station | 3 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 6 | 20 | 27 | 39 | 47 | 36 | 41 | 54 | 51 | 55 | 112 |
| device power | 5 | 1 | 3 | 5 | 5 | 4 | 19 | 9 | 11 | 21 | 31 | 41 | 86 | 111 | 114 | 106 | 90 | 130 | 96 | 111 |
| device battery | 5 | 6 | 9 | 10 | 14 | 7 | 14 | 24 | 34 | 24 | 26 | 50 | 52 | 72 | 84 | 57 | 55 | 70 | 101 | 111 |
| manufacturing electrode | 1 | 7 | 3 | 9 | 8 | 11 | 16 | 13 | 25 | 35 | 23 | 33 | 46 | 57 | 72 | 54 | 74 | 76 | 83 | 102 |
| supply device | 6 | 8 | 8 | 2 | 9 | 11 | 24 | 31 | 38 | 19 | 40 | 62 | 91 | 89 | 94 | 82 | 81 | 92 | 112 | 102 |
| vehicle charging | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 2 | 5 | 3 | 22 | 34 | 61 | 76 | 38 | 42 | 44 | 56 | 79 | 94 |
| redox flow | 1 | 2 | 8 | 7 | 1 | 0 | 0 | 2 | 1 | 2 | 2 | 10 | 24 | 24 | 39 | 49 | 49 | 57 | 80 | 94 |
| control system | 5 | 6 | 5 | 6 | 7 | 10 | 12 | 13 | 13 | 35 | 26 | 52 | 56 | 81 | 79 | 75 | 77 | 106 | 88 | 97 |
| module battery | 0 | 0 | 1 | 3 | 3 | 3 | 4 | 3 | 6 | 5 | 6 | 17 | 37 | 37 | 33 | 30 | 24 | 49 | 68 | 91 |
growing_list_title_2_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| secondary battery | 102 | 102 | 107 | 123 | 147 | 149 | 172 | 148 | 158 | 147 | 161 | 172 | 174 | 177 | 178 | 174 | 180 | 155 | 164 | 193 |
| lithium ion | 23 | 27 | 23 | 29 | 23 | 37 | 48 | 35 | 39 | 37 | 59 | 69 | 78 | 77 | 80 | 86 | 78 | 63 | 62 | 61 |
| energy storage | 0 | 6 | 12 | 13 | 13 | 13 | 12 | 18 | 21 | 19 | 20 | 25 | 27 | 39 | 28 | 32 | 29 | 35 | 35 | 35 |
| battery module | 5 | 11 | 5 | 1 | 5 | 4 | 21 | 8 | 16 | 13 | 17 | 20 | 21 | 22 | 27 | 26 | 26 | 27 | 33 | 39 |
| storage device | 7 | 5 | 7 | 8 | 10 | 11 | 10 | 14 | 23 | 18 | 22 | 26 | 34 | 44 | 43 | 39 | 35 | 37 | 31 | 35 |
| battery pack | 29 | 38 | 21 | 32 | 43 | 33 | 49 | 55 | 46 | 47 | 49 | 51 | 51 | 49 | 42 | 44 | 41 | 49 | 52 | 55 |
| electric vehicle | 12 | 9 | 6 | 10 | 5 | 4 | 9 | 9 | 12 | 14 | 36 | 33 | 41 | 44 | 25 | 29 | 20 | 29 | 29 | 36 |
| ion battery | 10 | 9 | 11 | 8 | 3 | 12 | 17 | 13 | 17 | 16 | 24 | 32 | 31 | 29 | 34 | 37 | 39 | 35 | 39 | 33 |
| electrode active | 9 | 15 | 11 | 19 | 19 | 16 | 14 | 19 | 17 | 21 | 25 | 29 | 30 | 23 | 23 | 29 | 28 | 31 | 25 | 31 |
| solid state | 0 | 3 | 0 | 2 | 0 | 1 | 1 | 2 | 2 | 1 | 2 | 4 | 6 | 8 | 8 | 6 | 13 | 17 | 14 | 22 |
| ion secondary | 4 | 11 | 5 | 14 | 15 | 19 | 24 | 16 | 16 | 15 | 28 | 32 | 33 | 44 | 45 | 46 | 35 | 28 | 24 | 25 |
| wireless power | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 5 | 5 | 14 | 11 | 24 | 27 | 39 | 34 | 38 | 38 | 26 | 20 |
| wireless charging | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 1 | 2 | 6 | 4 | 8 | 12 | 15 | 19 | 22 | 29 | 23 | 20 |
| battery cell | 5 | 8 | 8 | 7 | 6 | 4 | 5 | 4 | 6 | 10 | 10 | 18 | 17 | 26 | 25 | 21 | 24 | 19 | 25 | 24 |
| power storage | 1 | 2 | 1 | 2 | 1 | 3 | 3 | 6 | 13 | 7 | 6 | 14 | 21 | 20 | 25 | 25 | 26 | 30 | 25 | 20 |
| battery electrode | 13 | 11 | 6 | 7 | 21 | 17 | 17 | 17 | 18 | 16 | 24 | 25 | 32 | 25 | 29 | 31 | 27 | 32 | 28 | 31 |
| motor vehicle | 9 | 8 | 17 | 5 | 18 | 8 | 9 | 11 | 9 | 7 | 12 | 15 | 19 | 20 | 16 | 10 | 14 | 10 | 18 | 27 |
| battery lithium | 5 | 7 | 9 | 11 | 14 | 12 | 17 | 7 | 9 | 12 | 16 | 15 | 16 | 18 | 21 | 19 | 20 | 15 | 17 | 21 |
| battery manufacturing | 10 | 19 | 24 | 23 | 23 | 23 | 25 | 21 | 23 | 25 | 18 | 21 | 24 | 19 | 18 | 20 | 20 | 16 | 20 | 24 |
| control device | 3 | 5 | 10 | 16 | 11 | 6 | 11 | 14 | 16 | 14 | 12 | 16 | 16 | 19 | 16 | 17 | 19 | 20 | 14 | 17 |
| active material | 35 | 33 | 44 | 41 | 33 | 29 | 32 | 31 | 43 | 39 | 50 | 46 | 55 | 47 | 54 | 52 | 45 | 48 | 41 | 49 |
| electrochemical device | 2 | 1 | 2 | 4 | 7 | 11 | 8 | 12 | 7 | 6 | 4 | 6 | 5 | 8 | 10 | 6 | 6 | 10 | 8 | 15 |
| battery system | 4 | 10 | 1 | 9 | 6 | 3 | 6 | 5 | 4 | 10 | 19 | 21 | 22 | 19 | 22 | 20 | 20 | 16 | 18 | 17 |
| storage system | 1 | 2 | 3 | 3 | 1 | 4 | 4 | 6 | 6 | 5 | 6 | 12 | 13 | 16 | 15 | 18 | 12 | 16 | 20 | 13 |
| state battery | 0 | 0 | 3 | 0 | 2 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 6 | 4 | 3 | 3 | 6 | 7 | 12 |
| charging system | 7 | 8 | 10 | 11 | 8 | 11 | 6 | 7 | 11 | 17 | 21 | 19 | 15 | 20 | 15 | 13 | 19 | 21 | 20 | 19 |
| power transmission | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | 9 | 14 | 13 | 9 | 19 | 24 | 26 | 22 | 19 | 19 | 15 | 13 |
| solid electrolyte | 3 | 3 | 3 | 2 | 2 | 1 | 2 | 1 | 0 | 2 | 3 | 4 | 2 | 5 | 4 | 5 | 9 | 12 | 11 | 15 |
| flow battery | 1 | 2 | 4 | 6 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | 3 | 6 | 4 | 8 | 9 | 10 | 11 | 12 | 12 |
| vehicle charging | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 2 | 1 | 7 | 7 | 10 | 11 | 5 | 6 | 6 | 7 | 9 | 10 |
| electrode lithium | 10 | 11 | 14 | 12 | 20 | 13 | 13 | 10 | 11 | 12 | 14 | 16 | 19 | 20 | 20 | 21 | 17 | 15 | 16 | 19 |
| manufacturing electrode | 1 | 6 | 3 | 8 | 6 | 7 | 9 | 6 | 11 | 13 | 7 | 7 | 8 | 9 | 10 | 8 | 11 | 10 | 10 | 11 |
| module battery | 0 | 0 | 1 | 3 | 2 | 2 | 2 | 1 | 3 | 2 | 2 | 4 | 6 | 6 | 5 | 4 | 3 | 6 | 8 | 10 |
| system vehicle | 0 | 3 | 5 | 9 | 2 | 7 | 4 | 2 | 10 | 6 | 8 | 9 | 6 | 6 | 6 | 6 | 5 | 6 | 6 | 9 |
| management system | 5 | 4 | 5 | 5 | 2 | 7 | 4 | 8 | 9 | 9 | 9 | 12 | 13 | 12 | 15 | 15 | 11 | 13 | 13 | 14 |
| redox flow | 1 | 2 | 7 | 6 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 2 | 4 | 4 | 6 | 7 | 7 | 8 | 9 | 10 |
| charging device | 10 | 11 | 8 | 9 | 6 | 9 | 7 | 12 | 13 | 9 | 12 | 10 | 17 | 16 | 16 | 17 | 17 | 16 | 17 | 18 |
| lithium metal | 0 | 2 | 3 | 2 | 4 | 4 | 1 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 4 | 7 | 9 |
| charging station | 3 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 6 | 6 | 7 | 7 | 5 | 6 | 8 | 7 | 6 | 12 |
| storage medium | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 2 | 3 | 1 | 3 | 5 | 8 |
| material lithium | 14 | 14 | 19 | 19 | 21 | 23 | 19 | 14 | 13 | 21 | 31 | 25 | 26 | 26 | 27 | 26 | 22 | 17 | 16 | 22 |
| electrical energy | 1 | 5 | 3 | 3 | 7 | 4 | 3 | 5 | 7 | 5 | 9 | 7 | 9 | 12 | 7 | 7 | 6 | 7 | 9 | 9 |
| battery management | 1 | 3 | 2 | 1 | 2 | 3 | 3 | 8 | 7 | 6 | 7 | 7 | 9 | 9 | 8 | 10 | 8 | 8 | 10 | 9 |
| system method | 0 | 0 | 1 | 3 | 2 | 3 | 5 | 5 | 5 | 4 | 11 | 6 | 7 | 6 | 7 | 9 | 12 | 11 | 10 | 8 |
| non-aqueous electrolyte | 29 | 34 | 38 | 34 | 44 | 39 | 41 | 38 | 62 | 41 | 40 | 44 | 46 | 43 | 39 | 48 | 55 | 41 | 31 | 36 |
| electronic device | 17 | 15 | 13 | 22 | 20 | 19 | 22 | 20 | 24 | 29 | 29 | 24 | 19 | 23 | 21 | 29 | 29 | 24 | 27 | 24 |
| battery secondary | 0 | 0 | 4 | 3 | 3 | 3 | 3 | 4 | 6 | 3 | 5 | 7 | 6 | 5 | 7 | 6 | 6 | 7 | 5 | 7 |
| electricity storage | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 3 | 3 | 5 | 5 | 8 | 7 | 10 | 11 | 8 | 7 | 6 | 7 |
| device vehicle | 1 | 0 | 5 | 2 | 2 | 3 | 3 | 8 | 10 | 7 | 4 | 8 | 8 | 9 | 7 | 5 | 4 | 4 | 5 | 8 |
| state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 4 | 7 |
shrinking_list_title_2[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| absorbing alloy | 10 | 6 | 1 | 0 | 0 | 1 | 1 | 8 | 1 | 2 | 1 | 0 | 3 | 0 | 0 | 3 | 2 | 0 | 0 | 0 |
| hydrogen absorbing | 10 | 7 | 1 | 0 | 0 | 1 | 1 | 8 | 1 | 2 | 1 | 0 | 3 | 0 | 0 | 3 | 2 | 0 | 0 | 1 |
| alloy electrode | 12 | 7 | 4 | 1 | 1 | 0 | 3 | 6 | 0 | 4 | 2 | 3 | 3 | 2 | 2 | 1 | 2 | 0 | 0 | 3 |
| process production | 10 | 7 | 2 | 5 | 3 | 5 | 2 | 5 | 2 | 4 | 13 | 25 | 10 | 2 | 4 | 3 | 1 | 1 | 3 | 3 |
| portable telephone | 7 | 4 | 7 | 4 | 2 | 4 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| nickel hydroxide | 6 | 3 | 3 | 3 | 3 | 1 | 3 | 0 | 1 | 1 | 0 | 1 | 2 | 1 | 4 | 0 | 1 | 2 | 1 | 1 |
| lithium manganate | 5 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 3 | 2 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 3 | 0 | 0 |
| electronic machine | 5 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| layer capacitor | 7 | 11 | 8 | 1 | 7 | 7 | 11 | 15 | 2 | 5 | 2 | 7 | 4 | 3 | 4 | 5 | 3 | 1 | 3 | 2 |
| alloy powder | 5 | 3 | 1 | 3 | 1 | 0 | 1 | 2 | 0 | 1 | 0 | 1 | 4 | 1 | 5 | 2 | 4 | 0 | 0 | 1 |
| battery manufacture | 5 | 5 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 1 | 1 | 0 | 1 | 3 | 4 | 3 | 0 | 1 | 1 |
| charge storage | 4 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 1 | 2 | 3 | 2 | 2 | 2 | 0 | 2 | 6 | 2 | 0 |
| storage alloy | 8 | 7 | 6 | 2 | 2 | 6 | 3 | 7 | 2 | 9 | 3 | 7 | 3 | 2 | 1 | 3 | 3 | 0 | 1 | 4 |
| alkaline storage | 11 | 24 | 18 | 14 | 10 | 10 | 14 | 10 | 4 | 9 | 8 | 8 | 17 | 2 | 14 | 8 | 1 | 0 | 4 | 7 |
| digital signal | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 |
| double layer | 7 | 12 | 6 | 3 | 8 | 7 | 11 | 15 | 2 | 6 | 3 | 7 | 6 | 4 | 5 | 5 | 4 | 2 | 3 | 3 |
| polarizable electrode | 4 | 1 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| hydrogen storage | 9 | 13 | 6 | 8 | 6 | 9 | 10 | 10 | 5 | 10 | 3 | 8 | 5 | 4 | 5 | 5 | 7 | 1 | 5 | 5 |
| information storage | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| radio communication | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 2 | 2 | 4 | 1 | 2 | 1 | 3 | 1 |
| cadmium electrode | 3 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| anode rechargeable | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
| valve regulated | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 0 | 1 | 0 | 4 | 1 | 5 | 1 | 3 | 2 | 0 | 0 | 0 |
| phone battery | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 |
| fabrication process | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 |
| electric double | 5 | 5 | 5 | 1 | 4 | 6 | 9 | 12 | 2 | 6 | 2 | 5 | 4 | 1 | 3 | 4 | 3 | 2 | 2 | 2 |
| valve element | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ion polymer | 3 | 1 | 3 | 3 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 2 | 1 | 0 | 0 |
| packaging cell | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| electrode structural | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| structural body | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 2 | 1 | 0 | 0 |
| telephone battery | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ac generator | 4 | 5 | 7 | 2 | 1 | 1 | 1 | 0 | 2 | 1 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 1 |
| cell container | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 2 | 0 |
| radio telephone | 3 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| hermetically sealed | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 2 | 0 | 2 | 1 | 2 | 1 |
| electrode process | 3 | 1 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| separator process | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| connection terminal | 3 | 0 | 3 | 1 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
| ionically conductive | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 0 |
| communication equipment | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 4 | 1 | 0 |
| cubic spinel | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode electric | 3 | 1 | 0 | 0 | 1 | 0 | 3 | 1 | 0 | 2 | 0 | 1 | 3 | 9 | 3 | 3 | 2 | 0 | 2 | 1 |
| remaining charge | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| signal correction | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| water electrolyte | 2 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| plate reusable | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery detector | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cutoff mechanism | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode polarizable | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
shrinking_list_title_2_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery charger | 27 | 19 | 17 | 23 | 14 | 13 | 15 | 13 | 15 | 13 | 11 | 7 | 5 | 5 | 6 | 4 | 4 | 2 | 4 | 3 |
| electrochemical cell | 28 | 26 | 13 | 13 | 19 | 11 | 12 | 12 | 15 | 6 | 7 | 6 | 10 | 11 | 10 | 8 | 6 | 7 | 7 | 6 |
| storage battery | 28 | 38 | 27 | 36 | 30 | 25 | 27 | 23 | 10 | 13 | 13 | 12 | 12 | 17 | 19 | 17 | 17 | 12 | 11 | 10 |
| secondary cell | 21 | 32 | 31 | 41 | 26 | 11 | 12 | 5 | 8 | 5 | 8 | 7 | 10 | 14 | 15 | 15 | 14 | 9 | 8 | 6 |
| rechargeable lithium | 20 | 17 | 15 | 5 | 7 | 11 | 4 | 9 | 8 | 6 | 7 | 10 | 11 | 6 | 12 | 8 | 9 | 5 | 4 | 5 |
| lead acid | 19 | 14 | 7 | 22 | 15 | 13 | 11 | 3 | 9 | 8 | 8 | 5 | 5 | 4 | 4 | 5 | 6 | 7 | 5 | 5 |
| alloy electrode | 13 | 6 | 4 | 1 | 1 | 0 | 2 | 3 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| charging battery | 16 | 9 | 12 | 10 | 7 | 9 | 4 | 7 | 11 | 9 | 5 | 7 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 4 |
| alkaline storage | 12 | 21 | 16 | 12 | 8 | 7 | 8 | 5 | 2 | 3 | 3 | 2 | 3 | 0 | 2 | 1 | 0 | 0 | 0 | 1 |
| absorbing alloy | 11 | 5 | 1 | 0 | 0 | 1 | 1 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| hydrogen absorbing | 11 | 6 | 1 | 0 | 0 | 1 | 1 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| process production | 11 | 6 | 2 | 4 | 2 | 3 | 1 | 2 | 1 | 2 | 4 | 5 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| power supply | 49 | 41 | 62 | 41 | 62 | 76 | 59 | 72 | 74 | 48 | 56 | 57 | 57 | 49 | 55 | 48 | 51 | 51 | 47 | 39 |
| acid battery | 14 | 12 | 6 | 21 | 10 | 11 | 7 | 1 | 7 | 6 | 6 | 3 | 3 | 3 | 3 | 3 | 6 | 6 | 4 | 4 |
| portable electronic | 11 | 3 | 5 | 9 | 11 | 7 | 9 | 12 | 10 | 12 | 9 | 8 | 6 | 5 | 3 | 4 | 5 | 1 | 2 | 1 |
| electronic equipment | 11 | 0 | 1 | 4 | 2 | 7 | 4 | 5 | 7 | 7 | 3 | 1 | 3 | 1 | 1 | 3 | 3 | 2 | 2 | 1 |
| hydrogen storage | 10 | 11 | 5 | 7 | 5 | 6 | 6 | 5 | 2 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 |
| power source | 12 | 15 | 10 | 18 | 12 | 9 | 12 | 13 | 13 | 10 | 7 | 10 | 9 | 9 | 8 | 8 | 6 | 7 | 6 | 4 |
| battery case | 12 | 7 | 7 | 5 | 7 | 13 | 5 | 1 | 7 | 3 | 2 | 3 | 4 | 2 | 2 | 3 | 2 | 2 | 2 | 4 |
| storage alloy | 9 | 6 | 5 | 2 | 2 | 4 | 2 | 3 | 1 | 3 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium manganese | 10 | 12 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 0 | 1 | 2 |
| electrode alkaline | 9 | 10 | 4 | 4 | 2 | 1 | 3 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| portable telephone | 7 | 4 | 6 | 3 | 2 | 3 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| rechargeable battery | 18 | 15 | 22 | 15 | 15 | 17 | 26 | 29 | 22 | 16 | 15 | 14 | 18 | 13 | 14 | 14 | 19 | 10 | 11 | 11 |
| layer capacitor | 7 | 10 | 7 | 1 | 6 | 5 | 6 | 7 | 1 | 2 | 1 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 |
| double layer | 7 | 11 | 5 | 3 | 6 | 5 | 6 | 7 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 |
| electronic apparatus | 12 | 5 | 5 | 4 | 6 | 11 | 9 | 9 | 10 | 10 | 6 | 5 | 8 | 6 | 8 | 7 | 9 | 8 | 5 | 5 |
| alkaline secondary | 7 | 2 | 3 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 2 | 1 |
| manganese oxide | 7 | 7 | 3 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | 1 | 1 | 0 | 1 | 0 | 1 | 1 |
| material rechargeable | 9 | 5 | 5 | 2 | 2 | 1 | 0 | 4 | 3 | 2 | 3 | 3 | 4 | 1 | 3 | 3 | 2 | 3 | 2 | 2 |
| protection circuit | 10 | 6 | 7 | 8 | 4 | 5 | 9 | 3 | 5 | 8 | 5 | 5 | 2 | 3 | 2 | 3 | 3 | 3 | 2 | 3 |
| nickel hydroxide | 6 | 3 | 3 | 3 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| lithium manganate | 5 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electronic machine | 5 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| alloy powder | 5 | 3 | 1 | 3 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
| battery manufacture | 5 | 4 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| battery charging | 14 | 24 | 13 | 14 | 19 | 13 | 11 | 18 | 18 | 14 | 14 | 12 | 6 | 11 | 9 | 9 | 8 | 11 | 10 | 9 |
| electric double | 5 | 4 | 5 | 1 | 3 | 4 | 5 | 6 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| battery capacity | 6 | 4 | 3 | 2 | 5 | 1 | 4 | 2 | 2 | 2 | 0 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 |
| type battery | 6 | 4 | 4 | 4 | 5 | 1 | 3 | 2 | 2 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 |
| power consumption | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 0 |
| battery power | 7 | 4 | 2 | 8 | 4 | 7 | 4 | 3 | 4 | 3 | 3 | 6 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 3 |
| polymer battery | 5 | 2 | 2 | 2 | 7 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| system battery | 13 | 4 | 7 | 4 | 3 | 3 | 6 | 4 | 5 | 7 | 7 | 8 | 6 | 8 | 8 | 8 | 7 | 6 | 7 | 8 |
| charge storage | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| digital signal | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polarizable electrode | 4 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| radio communication | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| phone battery | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ac generator | 4 | 4 | 6 | 2 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
highest_abs_change_list_title_2[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| secondary battery | 96 | 116 | 118 | 141 | 183 | 223 | 312 | 296 | 363 | 387 | 502 | 797 | 1,036 | 1,173 | 1,256 | 1,207 | 1,255 | 1,170 | 1,393 | 1,835 |
| lithium ion | 22 | 31 | 25 | 33 | 29 | 55 | 87 | 70 | 90 | 98 | 183 | 319 | 468 | 506 | 566 | 595 | 546 | 475 | 528 | 583 |
| lithium secondary | 42 | 63 | 58 | 48 | 77 | 85 | 101 | 68 | 77 | 101 | 147 | 184 | 236 | 277 | 250 | 218 | 241 | 190 | 290 | 487 |
| electric vehicle | 11 | 10 | 7 | 12 | 6 | 6 | 16 | 18 | 27 | 36 | 111 | 153 | 245 | 290 | 173 | 198 | 138 | 221 | 251 | 343 |
| power supply | 46 | 46 | 69 | 47 | 77 | 114 | 108 | 144 | 170 | 126 | 176 | 262 | 343 | 321 | 384 | 335 | 357 | 385 | 401 | 372 |
| battery pack | 27 | 43 | 23 | 37 | 54 | 49 | 89 | 110 | 106 | 124 | 154 | 235 | 302 | 326 | 297 | 308 | 288 | 373 | 443 | 524 |
| active material | 33 | 38 | 49 | 47 | 41 | 44 | 59 | 63 | 98 | 102 | 156 | 213 | 329 | 308 | 380 | 362 | 317 | 366 | 347 | 462 |
| non-aqueous electrolyte | 27 | 39 | 42 | 39 | 55 | 58 | 75 | 77 | 142 | 107 | 125 | 205 | 276 | 284 | 277 | 335 | 380 | 311 | 262 | 343 |
| ion secondary | 4 | 13 | 6 | 16 | 19 | 28 | 43 | 32 | 36 | 40 | 88 | 150 | 199 | 289 | 320 | 322 | 242 | 213 | 202 | 239 |
| energy storage | 0 | 7 | 13 | 15 | 16 | 19 | 21 | 37 | 48 | 50 | 63 | 115 | 159 | 258 | 196 | 225 | 199 | 261 | 299 | 332 |
| motor vehicle | 8 | 9 | 19 | 6 | 22 | 12 | 17 | 22 | 21 | 19 | 37 | 70 | 114 | 135 | 113 | 66 | 101 | 75 | 153 | 255 |
| storage device | 7 | 6 | 8 | 9 | 13 | 16 | 18 | 29 | 53 | 47 | 68 | 119 | 202 | 288 | 301 | 271 | 246 | 277 | 265 | 329 |
| wireless power | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 11 | 13 | 44 | 53 | 143 | 180 | 276 | 237 | 267 | 287 | 220 | 190 |
| battery module | 5 | 12 | 6 | 1 | 6 | 6 | 39 | 17 | 36 | 33 | 52 | 92 | 128 | 143 | 188 | 182 | 183 | 202 | 280 | 374 |
| electrolyte secondary | 23 | 25 | 28 | 29 | 43 | 42 | 51 | 54 | 101 | 83 | 101 | 140 | 171 | 203 | 223 | 271 | 280 | 214 | 188 | 237 |
| electrode active | 8 | 17 | 12 | 22 | 23 | 24 | 25 | 38 | 40 | 54 | 78 | 132 | 182 | 155 | 164 | 201 | 194 | 234 | 210 | 291 |
| battery electrode | 12 | 12 | 7 | 8 | 26 | 25 | 30 | 35 | 41 | 41 | 74 | 114 | 193 | 168 | 205 | 214 | 190 | 240 | 240 | 296 |
| lithium battery | 20 | 28 | 23 | 17 | 24 | 25 | 25 | 35 | 41 | 59 | 61 | 104 | 127 | 90 | 191 | 188 | 175 | 135 | 124 | 177 |
| ion battery | 9 | 10 | 12 | 9 | 4 | 18 | 31 | 27 | 39 | 43 | 76 | 147 | 187 | 195 | 237 | 253 | 270 | 264 | 334 | 317 |
| material lithium | 13 | 16 | 21 | 22 | 26 | 34 | 35 | 28 | 30 | 55 | 98 | 116 | 153 | 172 | 193 | 183 | 155 | 126 | 137 | 209 |
| battery cell | 5 | 9 | 9 | 8 | 8 | 6 | 9 | 9 | 14 | 27 | 32 | 82 | 99 | 173 | 175 | 143 | 165 | 144 | 211 | 229 |
| battery manufacturing | 9 | 21 | 26 | 26 | 28 | 34 | 45 | 42 | 52 | 66 | 56 | 98 | 145 | 125 | 127 | 138 | 139 | 118 | 173 | 230 |
| battery lithium | 5 | 8 | 10 | 13 | 18 | 18 | 30 | 14 | 20 | 32 | 49 | 69 | 94 | 117 | 145 | 134 | 137 | 112 | 141 | 198 |
| electrode material | 16 | 16 | 17 | 28 | 23 | 28 | 34 | 27 | 29 | 34 | 57 | 80 | 120 | 117 | 133 | 169 | 123 | 115 | 118 | 169 |
| rechargeable battery | 17 | 17 | 24 | 17 | 19 | 25 | 47 | 59 | 50 | 43 | 47 | 67 | 110 | 85 | 96 | 98 | 133 | 79 | 94 | 102 |
| power storage | 1 | 2 | 1 | 2 | 1 | 5 | 5 | 13 | 29 | 19 | 20 | 64 | 125 | 135 | 177 | 176 | 178 | 225 | 209 | 188 |
| storage system | 1 | 2 | 3 | 3 | 1 | 6 | 8 | 12 | 13 | 12 | 18 | 55 | 80 | 104 | 104 | 122 | 87 | 120 | 167 | 127 |
| charging system | 7 | 9 | 11 | 13 | 10 | 16 | 11 | 14 | 26 | 44 | 67 | 90 | 89 | 134 | 108 | 91 | 132 | 160 | 174 | 183 |
| electric power | 5 | 13 | 5 | 7 | 9 | 13 | 14 | 22 | 23 | 32 | 25 | 92 | 90 | 114 | 76 | 95 | 68 | 73 | 93 | 67 |
| power transmission | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 2 | 20 | 37 | 41 | 40 | 111 | 156 | 182 | 155 | 134 | 145 | 128 | 120 |
| battery system | 4 | 11 | 1 | 10 | 7 | 4 | 11 | 10 | 9 | 26 | 60 | 96 | 129 | 126 | 155 | 139 | 139 | 122 | 150 | 162 |
| electronic device | 16 | 17 | 14 | 25 | 25 | 28 | 40 | 40 | 55 | 77 | 92 | 113 | 112 | 150 | 151 | 199 | 203 | 181 | 230 | 230 |
| control device | 3 | 6 | 11 | 18 | 14 | 9 | 20 | 29 | 37 | 38 | 38 | 72 | 98 | 128 | 115 | 119 | 135 | 153 | 123 | 163 |
| solid state | 0 | 3 | 0 | 2 | 0 | 2 | 2 | 4 | 4 | 2 | 6 | 19 | 35 | 50 | 56 | 43 | 89 | 129 | 121 | 205 |
| electrode lithium | 9 | 12 | 16 | 14 | 25 | 19 | 23 | 21 | 26 | 32 | 45 | 75 | 111 | 133 | 144 | 148 | 118 | 117 | 133 | 185 |
| electrochemical device | 2 | 1 | 2 | 5 | 9 | 17 | 15 | 24 | 17 | 17 | 13 | 29 | 27 | 52 | 70 | 39 | 40 | 76 | 69 | 146 |
| device power | 5 | 1 | 3 | 5 | 5 | 4 | 19 | 9 | 11 | 21 | 31 | 41 | 86 | 111 | 114 | 106 | 90 | 130 | 96 | 111 |
| wireless charging | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 2 | 5 | 19 | 20 | 48 | 82 | 103 | 132 | 150 | 218 | 194 | 190 |
| non-aqueous secondary | 7 | 1 | 2 | 3 | 12 | 5 | 9 | 10 | 29 | 16 | 22 | 21 | 47 | 58 | 46 | 54 | 66 | 83 | 128 | 87 |
| storage battery | 26 | 43 | 30 | 41 | 37 | 37 | 49 | 47 | 23 | 33 | 42 | 57 | 74 | 110 | 132 | 117 | 119 | 94 | 90 | 92 |
| secondary cell | 20 | 36 | 34 | 47 | 32 | 16 | 21 | 11 | 19 | 14 | 26 | 33 | 61 | 93 | 107 | 105 | 98 | 65 | 65 | 53 |
| rechargeable lithium | 19 | 19 | 17 | 6 | 9 | 16 | 8 | 18 | 19 | 15 | 21 | 44 | 63 | 38 | 81 | 58 | 62 | 40 | 36 | 51 |
| power transfer | 2 | 0 | 0 | 2 | 4 | 1 | 2 | 1 | 4 | 14 | 19 | 9 | 41 | 59 | 97 | 96 | 89 | 99 | 53 | 79 |
| charge discharge | 4 | 10 | 5 | 4 | 10 | 8 | 1 | 13 | 10 | 11 | 14 | 31 | 27 | 68 | 47 | 37 | 20 | 50 | 26 | 25 |
| supply system | 4 | 6 | 9 | 9 | 16 | 17 | 14 | 33 | 47 | 38 | 59 | 88 | 105 | 93 | 94 | 84 | 94 | 103 | 114 | 89 |
| charging device | 9 | 13 | 9 | 10 | 7 | 14 | 12 | 25 | 31 | 24 | 37 | 48 | 100 | 104 | 114 | 120 | 119 | 123 | 147 | 175 |
| management system | 5 | 4 | 6 | 6 | 3 | 10 | 7 | 16 | 21 | 24 | 28 | 55 | 75 | 77 | 104 | 103 | 78 | 98 | 109 | 138 |
| device battery | 5 | 6 | 9 | 10 | 14 | 7 | 14 | 24 | 34 | 24 | 26 | 50 | 52 | 72 | 84 | 57 | 55 | 70 | 101 | 111 |
| vehicle battery | 7 | 2 | 6 | 10 | 10 | 5 | 10 | 8 | 16 | 18 | 33 | 39 | 63 | 77 | 75 | 64 | 54 | 69 | 86 | 133 |
| supply device | 6 | 8 | 8 | 2 | 9 | 11 | 24 | 31 | 38 | 19 | 40 | 62 | 91 | 89 | 94 | 82 | 81 | 92 | 112 | 102 |
highest_abs_change_list_title_2_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| secondary battery | 102 | 102 | 107 | 123 | 147 | 149 | 172 | 148 | 158 | 147 | 161 | 172 | 174 | 177 | 178 | 174 | 180 | 155 | 164 | 193 |
| power supply | 49 | 41 | 62 | 41 | 62 | 76 | 59 | 72 | 74 | 48 | 56 | 57 | 57 | 49 | 55 | 48 | 51 | 51 | 47 | 39 |
| lithium secondary | 45 | 56 | 52 | 42 | 62 | 57 | 56 | 34 | 34 | 38 | 47 | 40 | 40 | 42 | 36 | 31 | 35 | 25 | 34 | 51 |
| lithium ion | 23 | 27 | 23 | 29 | 23 | 37 | 48 | 35 | 39 | 37 | 59 | 69 | 78 | 77 | 80 | 86 | 78 | 63 | 62 | 61 |
| non-aqueous electrolyte | 29 | 34 | 38 | 34 | 44 | 39 | 41 | 38 | 62 | 41 | 40 | 44 | 46 | 43 | 39 | 48 | 55 | 41 | 31 | 36 |
| battery pack | 29 | 38 | 21 | 32 | 43 | 33 | 49 | 55 | 46 | 47 | 49 | 51 | 51 | 49 | 42 | 44 | 41 | 49 | 52 | 55 |
| active material | 35 | 33 | 44 | 41 | 33 | 29 | 32 | 31 | 43 | 39 | 50 | 46 | 55 | 47 | 54 | 52 | 45 | 48 | 41 | 49 |
| electric vehicle | 12 | 9 | 6 | 10 | 5 | 4 | 9 | 9 | 12 | 14 | 36 | 33 | 41 | 44 | 25 | 29 | 20 | 29 | 29 | 36 |
| motor vehicle | 9 | 8 | 17 | 5 | 18 | 8 | 9 | 11 | 9 | 7 | 12 | 15 | 19 | 20 | 16 | 10 | 14 | 10 | 18 | 27 |
| ion secondary | 4 | 11 | 5 | 14 | 15 | 19 | 24 | 16 | 16 | 15 | 28 | 32 | 33 | 44 | 45 | 46 | 35 | 28 | 24 | 25 |
| electrolyte secondary | 24 | 22 | 25 | 25 | 35 | 28 | 28 | 27 | 44 | 32 | 32 | 30 | 29 | 31 | 32 | 39 | 40 | 28 | 22 | 25 |
| battery module | 5 | 11 | 5 | 1 | 5 | 4 | 21 | 8 | 16 | 13 | 17 | 20 | 21 | 22 | 27 | 26 | 26 | 27 | 33 | 39 |
| secondary cell | 21 | 32 | 31 | 41 | 26 | 11 | 12 | 5 | 8 | 5 | 8 | 7 | 10 | 14 | 15 | 15 | 14 | 9 | 8 | 6 |
| storage battery | 28 | 38 | 27 | 36 | 30 | 25 | 27 | 23 | 10 | 13 | 13 | 12 | 12 | 17 | 19 | 17 | 17 | 12 | 11 | 10 |
| lithium battery | 21 | 25 | 21 | 15 | 19 | 17 | 14 | 17 | 18 | 22 | 20 | 23 | 21 | 14 | 27 | 27 | 25 | 18 | 15 | 19 |
| wireless power | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 5 | 5 | 14 | 11 | 24 | 27 | 39 | 34 | 38 | 38 | 26 | 20 |
| electrode active | 9 | 15 | 11 | 19 | 19 | 16 | 14 | 19 | 17 | 21 | 25 | 29 | 30 | 23 | 23 | 29 | 28 | 31 | 25 | 31 |
| ion battery | 10 | 9 | 11 | 8 | 3 | 12 | 17 | 13 | 17 | 16 | 24 | 32 | 31 | 29 | 34 | 37 | 39 | 35 | 39 | 33 |
| battery electrode | 13 | 11 | 6 | 7 | 21 | 17 | 17 | 17 | 18 | 16 | 24 | 25 | 32 | 25 | 29 | 31 | 27 | 32 | 28 | 31 |
| energy storage | 0 | 6 | 12 | 13 | 13 | 13 | 12 | 18 | 21 | 19 | 20 | 25 | 27 | 39 | 28 | 32 | 29 | 35 | 35 | 35 |
| rechargeable battery | 18 | 15 | 22 | 15 | 15 | 17 | 26 | 29 | 22 | 16 | 15 | 14 | 18 | 13 | 14 | 14 | 19 | 10 | 11 | 11 |
| storage device | 7 | 5 | 7 | 8 | 10 | 11 | 10 | 14 | 23 | 18 | 22 | 26 | 34 | 44 | 43 | 39 | 35 | 37 | 31 | 35 |
| electric power | 5 | 11 | 5 | 6 | 7 | 9 | 8 | 11 | 10 | 12 | 8 | 20 | 15 | 17 | 11 | 14 | 10 | 10 | 11 | 7 |
| electronic device | 17 | 15 | 13 | 22 | 20 | 19 | 22 | 20 | 24 | 29 | 29 | 24 | 19 | 23 | 21 | 29 | 29 | 24 | 27 | 24 |
| battery charging | 14 | 24 | 13 | 14 | 19 | 13 | 11 | 18 | 18 | 14 | 14 | 12 | 6 | 11 | 9 | 9 | 8 | 11 | 10 | 9 |
| battery system | 4 | 10 | 1 | 9 | 6 | 3 | 6 | 5 | 4 | 10 | 19 | 21 | 22 | 19 | 22 | 20 | 20 | 16 | 18 | 17 |
| material lithium | 14 | 14 | 19 | 19 | 21 | 23 | 19 | 14 | 13 | 21 | 31 | 25 | 26 | 26 | 27 | 26 | 22 | 17 | 16 | 22 |
| non-aqueous secondary | 7 | 1 | 2 | 3 | 10 | 3 | 5 | 5 | 13 | 6 | 7 | 5 | 8 | 9 | 7 | 8 | 9 | 11 | 15 | 9 |
| lead acid | 19 | 14 | 7 | 22 | 15 | 13 | 11 | 3 | 9 | 8 | 8 | 5 | 5 | 4 | 4 | 5 | 6 | 7 | 5 | 5 |
| battery manufacturing | 10 | 19 | 24 | 23 | 23 | 23 | 25 | 21 | 23 | 25 | 18 | 21 | 24 | 19 | 18 | 20 | 20 | 16 | 20 | 24 |
| acid battery | 14 | 12 | 6 | 21 | 10 | 11 | 7 | 1 | 7 | 6 | 6 | 3 | 3 | 3 | 3 | 3 | 6 | 6 | 4 | 4 |
| rechargeable lithium | 20 | 17 | 15 | 5 | 7 | 11 | 4 | 9 | 8 | 6 | 7 | 10 | 11 | 6 | 12 | 8 | 9 | 5 | 4 | 5 |
| control device | 3 | 5 | 10 | 16 | 11 | 6 | 11 | 14 | 16 | 14 | 12 | 16 | 16 | 19 | 16 | 17 | 19 | 20 | 14 | 17 |
| charging system | 7 | 8 | 10 | 11 | 8 | 11 | 6 | 7 | 11 | 17 | 21 | 19 | 15 | 20 | 15 | 13 | 19 | 21 | 20 | 19 |
| electrode material | 17 | 14 | 15 | 24 | 19 | 19 | 19 | 13 | 13 | 13 | 18 | 17 | 20 | 18 | 19 | 24 | 18 | 15 | 14 | 18 |
| power storage | 1 | 2 | 1 | 2 | 1 | 3 | 3 | 6 | 13 | 7 | 6 | 14 | 21 | 20 | 25 | 25 | 26 | 30 | 25 | 20 |
| material non-aqueous | 9 | 5 | 21 | 6 | 6 | 5 | 7 | 7 | 11 | 7 | 7 | 6 | 6 | 7 | 8 | 10 | 11 | 8 | 5 | 6 |
| charge discharge | 4 | 9 | 5 | 3 | 8 | 5 | 1 | 6 | 4 | 4 | 4 | 7 | 5 | 10 | 7 | 5 | 3 | 7 | 3 | 3 |
| power transmission | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | 9 | 14 | 13 | 9 | 19 | 24 | 26 | 22 | 19 | 19 | 15 | 13 |
| electrochemical device | 2 | 1 | 2 | 4 | 7 | 11 | 8 | 12 | 7 | 6 | 4 | 6 | 5 | 8 | 10 | 6 | 6 | 10 | 8 | 15 |
| battery lithium | 5 | 7 | 9 | 11 | 14 | 12 | 17 | 7 | 9 | 12 | 16 | 15 | 16 | 18 | 21 | 19 | 20 | 15 | 17 | 21 |
| electrochemical cell | 28 | 26 | 13 | 13 | 19 | 11 | 12 | 12 | 15 | 6 | 7 | 6 | 10 | 11 | 10 | 8 | 6 | 7 | 7 | 6 |
| device power | 5 | 1 | 3 | 4 | 4 | 3 | 10 | 4 | 5 | 8 | 10 | 9 | 14 | 17 | 16 | 15 | 13 | 17 | 11 | 12 |
| battery cell | 5 | 8 | 8 | 7 | 6 | 4 | 5 | 4 | 6 | 10 | 10 | 18 | 17 | 26 | 25 | 21 | 24 | 19 | 25 | 24 |
| power source | 12 | 15 | 10 | 18 | 12 | 9 | 12 | 13 | 13 | 10 | 7 | 10 | 9 | 9 | 8 | 8 | 6 | 7 | 6 | 4 |
| supply system | 4 | 5 | 8 | 8 | 13 | 11 | 8 | 16 | 20 | 14 | 19 | 19 | 18 | 14 | 13 | 12 | 13 | 14 | 13 | 9 |
| system vehicle | 0 | 3 | 5 | 9 | 2 | 7 | 4 | 2 | 10 | 6 | 8 | 9 | 6 | 6 | 6 | 6 | 5 | 6 | 6 | 9 |
| battery charger | 27 | 19 | 17 | 23 | 14 | 13 | 15 | 13 | 15 | 13 | 11 | 7 | 5 | 5 | 6 | 4 | 4 | 2 | 4 | 3 |
| cathode active | 1 | 3 | 11 | 7 | 2 | 6 | 8 | 4 | 7 | 8 | 6 | 5 | 8 | 8 | 9 | 7 | 5 | 7 | 6 | 7 |
| battery non-aqueous | 3 | 4 | 3 | 0 | 6 | 3 | 7 | 8 | 15 | 8 | 9 | 8 | 9 | 10 | 10 | 12 | 14 | 9 | 9 | 9 |
growing_list_title_3, shrinking_list_title_3, highest_abs_change_list_title_3, growing_list_title_3_scaled, shrinking_list_title_3_scaled, highest_abs_change_list_title_3_scaled = growing_keywords(
3,
'appln_title'
)
N-grams created N-grams counted Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created
growing_list_title_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| lithium secondary battery | 35 | 49 | 47 | 41 | 68 | 80 | 95 | 63 | 66 | 99 | 141 | 179 | 229 | 265 | 248 | 209 | 233 | 187 | 281 | 483 |
| lithium ion battery | 9 | 10 | 12 | 9 | 4 | 18 | 31 | 27 | 39 | 43 | 75 | 145 | 185 | 185 | 221 | 225 | 248 | 235 | 291 | 280 |
| electrode active material | 8 | 16 | 11 | 21 | 22 | 21 | 25 | 35 | 40 | 54 | 72 | 124 | 169 | 147 | 154 | 192 | 186 | 231 | 199 | 272 |
| ion secondary battery | 3 | 10 | 6 | 11 | 18 | 23 | 42 | 32 | 36 | 38 | 86 | 142 | 184 | 271 | 286 | 283 | 220 | 195 | 194 | 230 |
| lithium ion secondary | 4 | 13 | 6 | 16 | 18 | 28 | 43 | 32 | 36 | 40 | 87 | 150 | 198 | 283 | 306 | 316 | 224 | 202 | 192 | 224 |
| electrolyte secondary battery | 14 | 16 | 19 | 19 | 34 | 39 | 47 | 52 | 99 | 82 | 93 | 132 | 164 | 178 | 198 | 252 | 259 | 200 | 181 | 228 |
| secondary battery electrode | 5 | 5 | 3 | 4 | 18 | 14 | 20 | 19 | 19 | 20 | 39 | 58 | 123 | 113 | 128 | 131 | 123 | 147 | 151 | 213 |
| non-aqueous electrolyte secondary | 20 | 23 | 25 | 29 | 41 | 41 | 48 | 53 | 99 | 80 | 96 | 137 | 170 | 187 | 216 | 263 | 275 | 206 | 171 | 225 |
| secondary battery manufacturing | 5 | 8 | 15 | 12 | 15 | 22 | 23 | 24 | 37 | 47 | 33 | 73 | 91 | 76 | 86 | 91 | 94 | 67 | 111 | 155 |
| secondary battery lithium | 3 | 5 | 7 | 10 | 13 | 15 | 25 | 10 | 16 | 25 | 43 | 46 | 64 | 96 | 117 | 101 | 92 | 76 | 98 | 147 |
| energy storage device | 0 | 3 | 5 | 4 | 11 | 10 | 8 | 15 | 15 | 20 | 26 | 41 | 58 | 114 | 78 | 88 | 86 | 99 | 103 | 128 |
| active material lithium | 7 | 9 | 10 | 13 | 8 | 19 | 14 | 13 | 18 | 34 | 55 | 67 | 97 | 96 | 113 | 101 | 81 | 64 | 65 | 127 |
| solid state battery | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 4 | 8 | 19 | 34 | 25 | 18 | 13 | 41 | 52 | 105 |
| power storage device | 0 | 0 | 0 | 1 | 0 | 3 | 4 | 6 | 16 | 12 | 14 | 35 | 58 | 66 | 108 | 91 | 93 | 112 | 99 | 104 |
| battery lithium secondary | 3 | 4 | 6 | 10 | 11 | 12 | 15 | 6 | 10 | 21 | 29 | 26 | 44 | 46 | 60 | 47 | 48 | 34 | 58 | 106 |
| redox flow battery | 1 | 2 | 4 | 7 | 1 | 0 | 0 | 2 | 1 | 1 | 1 | 10 | 20 | 17 | 35 | 45 | 46 | 53 | 65 | 89 |
| electrode lithium secondary | 3 | 9 | 10 | 8 | 14 | 12 | 11 | 10 | 10 | 14 | 19 | 24 | 29 | 38 | 24 | 24 | 16 | 24 | 35 | 89 |
| material lithium secondary | 10 | 15 | 16 | 10 | 22 | 28 | 21 | 12 | 13 | 26 | 44 | 41 | 61 | 68 | 73 | 50 | 54 | 38 | 46 | 96 |
| electrode secondary battery | 2 | 1 | 0 | 2 | 3 | 3 | 7 | 11 | 7 | 9 | 11 | 23 | 27 | 42 | 41 | 27 | 29 | 49 | 86 | 85 |
| material lithium ion | 2 | 0 | 0 | 8 | 2 | 4 | 10 | 10 | 11 | 18 | 39 | 57 | 75 | 89 | 91 | 102 | 82 | 68 | 75 | 85 |
| power supply device | 4 | 8 | 7 | 2 | 9 | 11 | 17 | 26 | 36 | 16 | 37 | 60 | 86 | 82 | 90 | 81 | 77 | 89 | 95 | 86 |
| power supply system | 3 | 4 | 9 | 8 | 14 | 12 | 12 | 30 | 46 | 33 | 55 | 70 | 98 | 86 | 88 | 74 | 84 | 99 | 107 | 83 |
| non-aqueous secondary battery | 6 | 1 | 2 | 2 | 11 | 5 | 9 | 9 | 29 | 16 | 22 | 20 | 45 | 56 | 36 | 53 | 60 | 79 | 127 | 85 |
| cathode active material | 1 | 3 | 12 | 8 | 2 | 8 | 14 | 7 | 16 | 20 | 19 | 22 | 46 | 53 | 62 | 51 | 31 | 53 | 55 | 71 |
| electrode lithium ion | 3 | 3 | 2 | 2 | 1 | 6 | 7 | 6 | 13 | 8 | 21 | 37 | 67 | 81 | 104 | 95 | 72 | 81 | 75 | 73 |
| secondary battery non-aqueous | 3 | 2 | 3 | 0 | 7 | 4 | 10 | 11 | 22 | 17 | 22 | 26 | 41 | 53 | 53 | 69 | 79 | 52 | 75 | 72 |
| energy storage system | 0 | 1 | 2 | 2 | 1 | 5 | 3 | 7 | 11 | 6 | 11 | 31 | 28 | 50 | 44 | 52 | 37 | 58 | 89 | 69 |
| battery lithium ion | 0 | 1 | 1 | 1 | 2 | 4 | 11 | 4 | 9 | 6 | 18 | 38 | 40 | 61 | 67 | 70 | 67 | 62 | 58 | 63 |
| state secondary battery | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 2 | 2 | 2 | 0 | 5 | 2 | 4 | 9 | 9 | 44 | 55 | 29 | 62 |
| battery non-aqueous electrolyte | 1 | 5 | 2 | 0 | 6 | 4 | 10 | 14 | 26 | 18 | 20 | 28 | 41 | 53 | 57 | 65 | 80 | 50 | 43 | 62 |
| solid state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 5 | 3 | 5 | 8 | 7 | 50 | 56 | 30 | 59 |
| battery electrode lithium | 0 | 2 | 2 | 1 | 2 | 2 | 4 | 1 | 2 | 3 | 9 | 28 | 33 | 35 | 44 | 40 | 29 | 26 | 29 | 58 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 11 | 18 | 62 | 57 | 90 | 64 | 57 | 57 | 60 | 58 |
| electrode material lithium | 1 | 5 | 4 | 6 | 12 | 11 | 12 | 8 | 5 | 8 | 18 | 28 | 28 | 45 | 42 | 49 | 42 | 34 | 33 | 58 |
| battery pack vehicle | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 6 | 2 | 2 | 7 | 5 | 2 | 2 | 9 | 6 | 10 | 37 | 44 | 50 |
| module battery pack | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 5 | 9 | 5 | 6 | 13 | 9 | 32 | 30 | 49 |
| wireless power transfer | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 9 | 1 | 12 | 27 | 47 | 55 | 65 | 76 | 35 | 48 |
| active material electrode | 1 | 3 | 0 | 6 | 2 | 0 | 1 | 4 | 4 | 11 | 24 | 17 | 31 | 35 | 20 | 33 | 30 | 44 | 39 | 48 |
| power transmission system | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8 | 9 | 6 | 8 | 33 | 52 | 35 | 48 | 29 | 30 | 51 | 46 |
| electrode non-aqueous electrolyte | 2 | 2 | 2 | 5 | 4 | 5 | 13 | 11 | 22 | 15 | 22 | 31 | 49 | 33 | 50 | 60 | 43 | 36 | 43 | 47 |
| material non-aqueous electrolyte | 5 | 3 | 18 | 5 | 8 | 7 | 11 | 13 | 19 | 16 | 19 | 25 | 31 | 37 | 46 | 65 | 74 | 61 | 37 | 50 |
| active material non-aqueous | 4 | 4 | 19 | 3 | 7 | 5 | 10 | 12 | 19 | 8 | 12 | 23 | 31 | 38 | 39 | 54 | 53 | 46 | 34 | 49 |
| electricity storage device | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 6 | 6 | 10 | 21 | 38 | 32 | 51 | 55 | 35 | 32 | 30 | 41 |
| lithium sulfur battery | 0 | 1 | 4 | 4 | 15 | 3 | 2 | 0 | 0 | 0 | 0 | 3 | 6 | 8 | 19 | 29 | 22 | 46 | 38 | 40 |
| battery management system | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 10 | 13 | 13 | 14 | 23 | 33 | 36 | 38 | 43 | 23 | 38 | 49 | 41 |
| electrical energy storage | 0 | 1 | 2 | 2 | 3 | 0 | 5 | 3 | 4 | 8 | 10 | 4 | 14 | 25 | 19 | 26 | 19 | 23 | 36 | 39 |
| anode active material | 0 | 1 | 0 | 1 | 1 | 3 | 11 | 1 | 9 | 7 | 19 | 4 | 21 | 27 | 59 | 24 | 26 | 22 | 20 | 39 |
| non-aqueous electrolyte solution | 0 | 0 | 1 | 0 | 5 | 2 | 4 | 2 | 4 | 2 | 7 | 10 | 12 | 9 | 15 | 18 | 18 | 13 | 17 | 38 |
| device motor vehicle | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 2 | 2 | 0 | 1 | 7 | 4 | 3 | 4 | 6 | 1 | 20 | 39 |
| battery motor vehicle | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 10 | 18 | 29 | 15 | 6 | 19 | 8 | 12 | 38 |
growing_list_title_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ion secondary battery | 3 | 9 | 5 | 10 | 14 | 15 | 23 | 16 | 16 | 14 | 28 | 31 | 31 | 41 | 41 | 41 | 32 | 26 | 23 | 24 |
| electrode active material | 9 | 14 | 10 | 18 | 18 | 14 | 14 | 17 | 17 | 21 | 23 | 27 | 28 | 22 | 22 | 28 | 27 | 31 | 23 | 29 |
| lithium ion battery | 10 | 9 | 11 | 8 | 3 | 12 | 17 | 13 | 17 | 16 | 24 | 31 | 31 | 28 | 31 | 32 | 36 | 31 | 34 | 29 |
| lithium ion secondary | 4 | 11 | 5 | 14 | 14 | 19 | 24 | 16 | 16 | 15 | 28 | 32 | 33 | 43 | 43 | 46 | 32 | 27 | 23 | 24 |
| secondary battery electrode | 5 | 4 | 3 | 3 | 14 | 9 | 11 | 9 | 8 | 8 | 12 | 13 | 21 | 17 | 18 | 19 | 18 | 19 | 18 | 22 |
| lithium secondary battery | 37 | 43 | 43 | 36 | 55 | 53 | 52 | 31 | 29 | 38 | 45 | 39 | 38 | 40 | 35 | 30 | 33 | 25 | 33 | 51 |
| energy storage device | 0 | 3 | 5 | 3 | 9 | 7 | 4 | 7 | 7 | 8 | 8 | 9 | 10 | 17 | 11 | 13 | 12 | 13 | 12 | 13 |
| secondary battery lithium | 3 | 4 | 6 | 9 | 10 | 10 | 14 | 5 | 7 | 10 | 14 | 10 | 11 | 15 | 17 | 15 | 13 | 10 | 12 | 15 |
| solid state battery | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 3 | 5 | 4 | 3 | 2 | 5 | 6 | 11 |
| secondary battery manufacturing | 5 | 7 | 14 | 10 | 12 | 15 | 13 | 12 | 16 | 18 | 11 | 16 | 15 | 11 | 12 | 13 | 13 | 9 | 13 | 16 |
| power storage device | 0 | 0 | 0 | 1 | 0 | 2 | 2 | 3 | 7 | 5 | 4 | 8 | 10 | 10 | 15 | 13 | 13 | 15 | 12 | 11 |
| electrolyte secondary battery | 15 | 14 | 17 | 17 | 27 | 26 | 26 | 26 | 43 | 31 | 30 | 29 | 27 | 27 | 28 | 36 | 37 | 26 | 21 | 24 |
| redox flow battery | 1 | 2 | 4 | 6 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 3 | 3 | 5 | 6 | 7 | 7 | 8 | 9 |
| battery lithium secondary | 3 | 4 | 5 | 9 | 9 | 8 | 8 | 3 | 4 | 8 | 9 | 6 | 7 | 7 | 9 | 7 | 7 | 4 | 7 | 11 |
| energy storage system | 0 | 1 | 2 | 2 | 1 | 3 | 2 | 3 | 5 | 2 | 4 | 7 | 5 | 8 | 6 | 8 | 5 | 8 | 10 | 7 |
| electrode secondary battery | 2 | 1 | 0 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 4 | 5 | 5 | 6 | 6 | 4 | 4 | 6 | 10 | 9 |
| material lithium ion | 2 | 0 | 0 | 7 | 2 | 3 | 6 | 5 | 5 | 7 | 12 | 12 | 13 | 13 | 13 | 15 | 12 | 9 | 9 | 9 |
| battery lithium ion | 0 | 1 | 1 | 1 | 2 | 3 | 6 | 2 | 4 | 2 | 6 | 8 | 7 | 9 | 10 | 10 | 10 | 8 | 7 | 7 |
| state secondary battery | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 6 | 7 | 3 | 7 |
| cathode active material | 1 | 3 | 11 | 7 | 2 | 5 | 8 | 3 | 7 | 8 | 6 | 5 | 8 | 8 | 9 | 7 | 4 | 7 | 6 | 7 |
| solid state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 4 | 6 |
| electrode lithium secondary | 3 | 8 | 9 | 7 | 11 | 8 | 6 | 5 | 4 | 5 | 6 | 5 | 5 | 6 | 3 | 3 | 2 | 3 | 4 | 9 |
| battery electrode lithium | 0 | 2 | 2 | 1 | 2 | 1 | 2 | 0 | 1 | 1 | 3 | 6 | 6 | 5 | 6 | 6 | 4 | 3 | 3 | 6 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 4 | 10 | 9 | 13 | 9 | 8 | 8 | 7 | 6 |
| active material lithium | 7 | 8 | 9 | 11 | 6 | 13 | 8 | 6 | 8 | 13 | 18 | 14 | 16 | 15 | 16 | 15 | 12 | 8 | 8 | 13 |
| power supply system | 3 | 4 | 8 | 7 | 11 | 8 | 7 | 15 | 20 | 13 | 18 | 15 | 16 | 13 | 12 | 11 | 12 | 13 | 13 | 9 |
| battery non-aqueous electrolyte | 1 | 4 | 2 | 0 | 5 | 3 | 6 | 7 | 11 | 7 | 6 | 6 | 7 | 8 | 8 | 9 | 11 | 7 | 5 | 7 |
| battery pack vehicle | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 1 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | 5 | 5 | 5 |
| module battery pack | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 5 |
| wireless power transfer | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 2 | 4 | 7 | 8 | 9 | 10 | 4 | 5 |
| electrode material lithium | 1 | 4 | 4 | 5 | 10 | 7 | 7 | 4 | 2 | 3 | 6 | 6 | 5 | 7 | 6 | 7 | 6 | 4 | 4 | 6 |
| power transmission system | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 6 | 8 | 5 | 7 | 4 | 4 | 6 | 5 |
| power supply device | 4 | 7 | 6 | 2 | 7 | 7 | 9 | 13 | 16 | 6 | 12 | 13 | 14 | 12 | 13 | 12 | 11 | 12 | 11 | 9 |
| electrode lithium ion | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 3 | 6 | 3 | 7 | 8 | 11 | 12 | 15 | 14 | 10 | 11 | 9 | 8 |
| secondary battery non-aqueous | 3 | 2 | 3 | 0 | 6 | 3 | 6 | 5 | 10 | 6 | 7 | 6 | 7 | 8 | 8 | 10 | 11 | 7 | 9 | 8 |
| electricity storage device | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 2 | 3 | 5 | 6 | 5 | 7 | 8 | 5 | 4 | 4 | 4 |
| lithium sulfur battery | 0 | 1 | 4 | 3 | 12 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 4 | 3 | 6 | 4 | 4 |
| electrical energy storage | 0 | 1 | 2 | 2 | 2 | 0 | 3 | 1 | 2 | 3 | 3 | 1 | 2 | 4 | 3 | 4 | 3 | 3 | 4 | 4 |
| anode active material | 0 | 1 | 0 | 1 | 1 | 2 | 6 | 0 | 4 | 3 | 6 | 1 | 4 | 4 | 8 | 3 | 4 | 3 | 2 | 4 |
| non-aqueous electrolyte solution | 0 | 0 | 1 | 0 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 2 | 4 |
| battery motor vehicle | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 3 | 4 | 2 | 1 | 3 | 1 | 1 | 4 |
| active material electrode | 1 | 3 | 0 | 5 | 2 | 0 | 1 | 2 | 2 | 4 | 8 | 4 | 5 | 5 | 3 | 5 | 4 | 6 | 5 | 5 |
| power transmission device | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 4 | 2 | 4 | 7 | 8 | 8 | 7 | 6 | 4 | 4 |
| manufacturing secondary battery | 0 | 1 | 0 | 5 | 3 | 1 | 2 | 3 | 2 | 3 | 1 | 2 | 3 | 2 | 2 | 2 | 3 | 2 | 3 | 4 |
| wireless charging system | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 3 | 3 | 2 | 5 | 6 | 5 | 4 |
| secondary battery pack | 0 | 1 | 0 | 1 | 0 | 3 | 2 | 4 | 2 | 5 | 4 | 3 | 4 | 7 | 4 | 5 | 4 | 3 | 5 | 4 |
| system electric vehicle | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 8 | 6 | 6 | 3 | 2 | 3 | 2 | 3 | 3 |
| vehicle battery pack | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 3 |
| power storage system | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 4 | 6 | 5 | 5 | 5 | 4 | 6 | 6 | 3 |
| charging electric vehicle | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 2 | 4 | 3 | 2 | 2 | 1 | 3 | 3 | 3 |
shrinking_list_title_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| hydrogen absorbing alloy | 10 | 6 | 1 | 0 | 0 | 1 | 1 | 8 | 1 | 2 | 1 | 0 | 3 | 0 | 0 | 3 | 2 | 0 | 0 | 0 |
| absorbing alloy electrode | 7 | 3 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium secondary cell | 7 | 14 | 10 | 7 | 9 | 4 | 5 | 4 | 11 | 2 | 5 | 5 | 7 | 12 | 1 | 8 | 8 | 2 | 9 | 1 |
| alkaline storage battery | 13 | 25 | 25 | 18 | 11 | 12 | 22 | 11 | 4 | 13 | 10 | 12 | 19 | 4 | 18 | 16 | 1 | 0 | 4 | 7 |
| double layer capacitor | 7 | 11 | 6 | 1 | 7 | 7 | 10 | 15 | 2 | 5 | 2 | 7 | 4 | 3 | 4 | 5 | 3 | 1 | 3 | 2 |
| charge storage device | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 2 | 0 |
| hydrogen storage alloy | 8 | 7 | 6 | 2 | 2 | 6 | 3 | 7 | 2 | 9 | 3 | 7 | 3 | 2 | 1 | 3 | 3 | 0 | 1 | 4 |
| sheet battery case | 4 | 2 | 1 | 2 | 0 | 4 | 0 | 0 | 2 | 2 | 1 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| alloy electrode alkaline | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| radio communication equipment | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| mobile phone battery | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| portable telephone battery | 3 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode alkaline secondary | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 4 | 1 |
| electrode structural body | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| electric double layer | 5 | 5 | 4 | 1 | 4 | 6 | 9 | 12 | 2 | 6 | 2 | 5 | 4 | 1 | 3 | 4 | 3 | 2 | 2 | 2 |
| safety valve element | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium ion polymer | 3 | 1 | 3 | 3 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
| lithium manganese complex | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| battery safety valve | 3 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| anode rechargeable lithium | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| manganese complex oxide | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 |
| secondary battery tungsten | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery power system | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrolyte battery incorporating | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| multiple digital signal | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| secondary battery manufacture | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 |
| particle cubic spinel | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electronic machine control | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery operated device | 2 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 1 | 0 | 1 | 3 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 0 |
| electrode alkali storage | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| process production electrode | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| ac generator vehicle | 2 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| measuring battery capacity | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| state monitoring circuit | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| reduction medical device | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cell protection circuit | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| medical device employing | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| controlling state charge | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 |
| material packaging cell | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery electrolyte injecting | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrical vehicle battery | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| charge discharge hybrid | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery compartment portable | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| leveling circuit group | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| nickel hydroxide active | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| hearing aid device | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| battery cell protection | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| polarizable electrode electric | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| telephone battery pack | 2 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| power supply network | 3 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 2 | 1 |
shrinking_list_title_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alkaline storage battery | 14 | 22 | 23 | 16 | 9 | 8 | 12 | 5 | 2 | 5 | 3 | 3 | 3 | 1 | 3 | 2 | 0 | 0 | 0 | 1 |
| rechargeable lithium battery | 17 | 14 | 11 | 3 | 7 | 9 | 3 | 9 | 7 | 5 | 5 | 9 | 10 | 5 | 11 | 8 | 8 | 5 | 4 | 5 |
| hydrogen absorbing alloy | 11 | 5 | 1 | 0 | 0 | 1 | 1 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lead acid battery | 14 | 12 | 6 | 21 | 10 | 11 | 7 | 1 | 7 | 6 | 6 | 3 | 3 | 3 | 3 | 3 | 6 | 6 | 4 | 4 |
| hydrogen storage alloy | 9 | 6 | 5 | 2 | 2 | 4 | 2 | 3 | 1 | 3 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrolyte secondary cell | 9 | 8 | 7 | 8 | 7 | 2 | 2 | 1 | 1 | 0 | 2 | 2 | 1 | 4 | 3 | 3 | 3 | 2 | 1 | 1 |
| absorbing alloy electrode | 7 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium secondary cell | 7 | 12 | 9 | 6 | 7 | 3 | 3 | 2 | 5 | 1 | 2 | 1 | 1 | 2 | 0 | 1 | 1 | 0 | 1 | 0 |
| double layer capacitor | 7 | 10 | 5 | 1 | 6 | 5 | 6 | 7 | 1 | 2 | 1 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 |
| material rechargeable lithium | 9 | 4 | 5 | 1 | 2 | 1 | 0 | 3 | 2 | 2 | 2 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 |
| alkaline secondary battery | 6 | 0 | 3 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 2 | 1 |
| active material rechargeable | 6 | 4 | 4 | 1 | 2 | 1 | 0 | 4 | 3 | 1 | 3 | 3 | 4 | 1 | 2 | 2 | 2 | 2 | 1 | 1 |
| electric double layer | 5 | 4 | 4 | 1 | 3 | 4 | 5 | 6 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| lithium manganese oxide | 5 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| apparatus charging battery | 5 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 |
| charge storage device | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| sheet battery case | 4 | 2 | 1 | 2 | 0 | 3 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode alkaline secondary | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| portable electronic apparatus | 4 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| alkali storage battery | 4 | 2 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| steel sheet battery | 4 | 2 | 0 | 2 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery charging apparatus | 4 | 4 | 1 | 0 | 3 | 3 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 |
| lithium battery electrode | 4 | 2 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 |
| portable electronic device | 4 | 3 | 5 | 5 | 7 | 3 | 8 | 9 | 7 | 11 | 7 | 7 | 4 | 5 | 3 | 4 | 3 | 1 | 1 | 1 |
| solid polymer electrolyte | 4 | 1 | 2 | 3 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 |
| alloy electrode alkaline | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| radio communication equipment | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| mobile phone battery | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| portable telephone battery | 3 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode structural body | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| safety valve element | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium ion polymer | 3 | 1 | 3 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium manganese complex | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery safety valve | 3 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| anode rechargeable lithium | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| manganese complex oxide | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| secondary battery manufacture | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrical vehicle battery | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| power supply network | 3 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| secondary battery process | 3 | 2 | 0 | 3 | 5 | 2 | 0 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| device electronic equipment | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| cap assembly secondary | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
| storage alloy electrode | 3 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| non-aqueous electrolyte battery | 6 | 3 | 2 | 6 | 4 | 3 | 6 | 7 | 10 | 7 | 4 | 8 | 9 | 7 | 5 | 5 | 6 | 8 | 3 | 3 |
| treated steel sheet | 3 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| surface treated steel | 3 | 2 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| current collector battery | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polyolefin microporous film | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 |
| anode material lithium | 3 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 0 |
| based active material | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
highest_abs_change_list_title_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| lithium secondary battery | 35 | 49 | 47 | 41 | 68 | 80 | 95 | 63 | 66 | 99 | 141 | 179 | 229 | 265 | 248 | 209 | 233 | 187 | 281 | 483 |
| lithium ion secondary | 4 | 13 | 6 | 16 | 18 | 28 | 43 | 32 | 36 | 40 | 87 | 150 | 198 | 283 | 306 | 316 | 224 | 202 | 192 | 224 |
| non-aqueous electrolyte secondary | 20 | 23 | 25 | 29 | 41 | 41 | 48 | 53 | 99 | 80 | 96 | 137 | 170 | 187 | 216 | 263 | 275 | 206 | 171 | 225 |
| ion secondary battery | 3 | 10 | 6 | 11 | 18 | 23 | 42 | 32 | 36 | 38 | 86 | 142 | 184 | 271 | 286 | 283 | 220 | 195 | 194 | 230 |
| electrolyte secondary battery | 14 | 16 | 19 | 19 | 34 | 39 | 47 | 52 | 99 | 82 | 93 | 132 | 164 | 178 | 198 | 252 | 259 | 200 | 181 | 228 |
| electrode active material | 8 | 16 | 11 | 21 | 22 | 21 | 25 | 35 | 40 | 54 | 72 | 124 | 169 | 147 | 154 | 192 | 186 | 231 | 199 | 272 |
| lithium ion battery | 9 | 10 | 12 | 9 | 4 | 18 | 31 | 27 | 39 | 43 | 75 | 145 | 185 | 185 | 221 | 225 | 248 | 235 | 291 | 280 |
| secondary battery manufacturing | 5 | 8 | 15 | 12 | 15 | 22 | 23 | 24 | 37 | 47 | 33 | 73 | 91 | 76 | 86 | 91 | 94 | 67 | 111 | 155 |
| secondary battery electrode | 5 | 5 | 3 | 4 | 18 | 14 | 20 | 19 | 19 | 20 | 39 | 58 | 123 | 113 | 128 | 131 | 123 | 147 | 151 | 213 |
| secondary battery lithium | 3 | 5 | 7 | 10 | 13 | 15 | 25 | 10 | 16 | 25 | 43 | 46 | 64 | 96 | 117 | 101 | 92 | 76 | 98 | 147 |
| non-aqueous secondary battery | 6 | 1 | 2 | 2 | 11 | 5 | 9 | 9 | 29 | 16 | 22 | 20 | 45 | 56 | 36 | 53 | 60 | 79 | 127 | 85 |
| active material lithium | 7 | 9 | 10 | 13 | 8 | 19 | 14 | 13 | 18 | 34 | 55 | 67 | 97 | 96 | 113 | 101 | 81 | 64 | 65 | 127 |
| rechargeable lithium battery | 16 | 16 | 12 | 4 | 9 | 14 | 6 | 18 | 16 | 14 | 17 | 41 | 61 | 31 | 76 | 54 | 53 | 37 | 33 | 43 |
| material lithium secondary | 10 | 15 | 16 | 10 | 22 | 28 | 21 | 12 | 13 | 26 | 44 | 41 | 61 | 68 | 73 | 50 | 54 | 38 | 46 | 96 |
| power supply system | 3 | 4 | 9 | 8 | 14 | 12 | 12 | 30 | 46 | 33 | 55 | 70 | 98 | 86 | 88 | 74 | 84 | 99 | 107 | 83 |
| energy storage device | 0 | 3 | 5 | 4 | 11 | 10 | 8 | 15 | 15 | 20 | 26 | 41 | 58 | 114 | 78 | 88 | 86 | 99 | 103 | 128 |
| power supply device | 4 | 8 | 7 | 2 | 9 | 11 | 17 | 26 | 36 | 16 | 37 | 60 | 86 | 82 | 90 | 81 | 77 | 89 | 95 | 86 |
| battery lithium secondary | 3 | 4 | 6 | 10 | 11 | 12 | 15 | 6 | 10 | 21 | 29 | 26 | 44 | 46 | 60 | 47 | 48 | 34 | 58 | 106 |
| anode active material | 0 | 1 | 0 | 1 | 1 | 3 | 11 | 1 | 9 | 7 | 19 | 4 | 21 | 27 | 59 | 24 | 26 | 22 | 20 | 39 |
| power storage device | 0 | 0 | 0 | 1 | 0 | 3 | 4 | 6 | 16 | 12 | 14 | 35 | 58 | 66 | 108 | 91 | 93 | 112 | 99 | 104 |
| energy storage system | 0 | 1 | 2 | 2 | 1 | 5 | 3 | 7 | 11 | 6 | 11 | 31 | 28 | 50 | 44 | 52 | 37 | 58 | 89 | 69 |
| non-aqueous electrolyte battery | 6 | 3 | 2 | 7 | 5 | 5 | 10 | 15 | 23 | 18 | 12 | 37 | 53 | 45 | 35 | 32 | 44 | 58 | 25 | 33 |
| cathode active material | 1 | 3 | 12 | 8 | 2 | 8 | 14 | 7 | 16 | 20 | 19 | 22 | 46 | 53 | 62 | 51 | 31 | 53 | 55 | 71 |
| material lithium ion | 2 | 0 | 0 | 8 | 2 | 4 | 10 | 10 | 11 | 18 | 39 | 57 | 75 | 89 | 91 | 102 | 82 | 68 | 75 | 85 |
| electrode lithium ion | 3 | 3 | 2 | 2 | 1 | 6 | 7 | 6 | 13 | 8 | 21 | 37 | 67 | 81 | 104 | 95 | 72 | 81 | 75 | 73 |
| battery non-aqueous electrolyte | 1 | 5 | 2 | 0 | 6 | 4 | 10 | 14 | 26 | 18 | 20 | 28 | 41 | 53 | 57 | 65 | 80 | 50 | 43 | 62 |
| material non-aqueous electrolyte | 5 | 3 | 18 | 5 | 8 | 7 | 11 | 13 | 19 | 16 | 19 | 25 | 31 | 37 | 46 | 65 | 74 | 61 | 37 | 50 |
| secondary battery non-aqueous | 3 | 2 | 3 | 0 | 7 | 4 | 10 | 11 | 22 | 17 | 22 | 26 | 41 | 53 | 53 | 69 | 79 | 52 | 75 | 72 |
| wireless power transfer | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 9 | 1 | 12 | 27 | 47 | 55 | 65 | 76 | 35 | 48 |
| solid state battery | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 4 | 8 | 19 | 34 | 25 | 18 | 13 | 41 | 52 | 105 |
| electrode non-aqueous electrolyte | 2 | 2 | 2 | 5 | 4 | 5 | 13 | 11 | 22 | 15 | 22 | 31 | 49 | 33 | 50 | 60 | 43 | 36 | 43 | 47 |
| active material non-aqueous | 4 | 4 | 19 | 3 | 7 | 5 | 10 | 12 | 19 | 8 | 12 | 23 | 31 | 38 | 39 | 54 | 53 | 46 | 34 | 49 |
| electrode lithium secondary | 3 | 9 | 10 | 8 | 14 | 12 | 11 | 10 | 10 | 14 | 19 | 24 | 29 | 38 | 24 | 24 | 16 | 24 | 35 | 89 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 11 | 18 | 62 | 57 | 90 | 64 | 57 | 57 | 60 | 58 |
| power transmission system | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8 | 9 | 6 | 8 | 33 | 52 | 35 | 48 | 29 | 30 | 51 | 46 |
| power supply apparatus | 1 | 2 | 4 | 0 | 5 | 10 | 4 | 7 | 8 | 9 | 9 | 12 | 32 | 21 | 31 | 16 | 33 | 17 | 19 | 11 |
| alkaline storage battery | 13 | 25 | 25 | 18 | 11 | 12 | 22 | 11 | 4 | 13 | 10 | 12 | 19 | 4 | 18 | 16 | 1 | 0 | 4 | 7 |
| electrode secondary battery | 2 | 1 | 0 | 2 | 3 | 3 | 7 | 11 | 7 | 9 | 11 | 23 | 27 | 42 | 41 | 27 | 29 | 49 | 86 | 85 |
| secondary battery pack | 0 | 1 | 0 | 1 | 0 | 4 | 4 | 8 | 4 | 12 | 12 | 12 | 22 | 45 | 25 | 37 | 25 | 21 | 39 | 35 |
| state secondary battery | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 2 | 2 | 2 | 0 | 5 | 2 | 4 | 9 | 9 | 44 | 55 | 29 | 62 |
| active material electrode | 1 | 3 | 0 | 6 | 2 | 0 | 1 | 4 | 4 | 11 | 24 | 17 | 31 | 35 | 20 | 33 | 30 | 44 | 39 | 48 |
| lead acid battery | 13 | 14 | 7 | 24 | 12 | 16 | 13 | 2 | 16 | 16 | 19 | 15 | 20 | 22 | 22 | 24 | 40 | 44 | 31 | 36 |
| solid state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 5 | 3 | 5 | 8 | 7 | 50 | 56 | 30 | 59 |
| portable electronic device | 4 | 3 | 5 | 6 | 9 | 4 | 14 | 19 | 17 | 28 | 21 | 31 | 26 | 30 | 19 | 26 | 24 | 5 | 12 | 9 |
| electrode material lithium | 1 | 5 | 4 | 6 | 12 | 11 | 12 | 8 | 5 | 8 | 18 | 28 | 28 | 45 | 42 | 49 | 42 | 34 | 33 | 58 |
| power storage system | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 2 | 3 | 18 | 37 | 36 | 33 | 38 | 27 | 43 | 55 | 32 |
| charge discharge control | 0 | 2 | 2 | 0 | 2 | 5 | 0 | 5 | 7 | 3 | 6 | 10 | 9 | 28 | 16 | 13 | 10 | 30 | 13 | 9 |
| material secondary battery | 2 | 1 | 0 | 3 | 7 | 4 | 2 | 11 | 11 | 5 | 7 | 10 | 31 | 34 | 34 | 25 | 31 | 51 | 37 | 34 |
| battery motor vehicle | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 10 | 18 | 29 | 15 | 6 | 19 | 8 | 12 | 38 |
| redox flow battery | 1 | 2 | 4 | 7 | 1 | 0 | 0 | 2 | 1 | 1 | 1 | 10 | 20 | 17 | 35 | 45 | 46 | 53 | 65 | 89 |
highest_abs_change_list_title_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| lithium secondary battery | 37 | 43 | 43 | 36 | 55 | 53 | 52 | 31 | 29 | 38 | 45 | 39 | 38 | 40 | 35 | 30 | 33 | 25 | 33 | 51 |
| lithium ion secondary | 4 | 11 | 5 | 14 | 14 | 19 | 24 | 16 | 16 | 15 | 28 | 32 | 33 | 43 | 43 | 46 | 32 | 27 | 23 | 24 |
| non-aqueous electrolyte secondary | 21 | 20 | 23 | 25 | 33 | 27 | 26 | 26 | 43 | 30 | 31 | 30 | 28 | 28 | 31 | 38 | 39 | 27 | 20 | 24 |
| ion secondary battery | 3 | 9 | 5 | 10 | 14 | 15 | 23 | 16 | 16 | 14 | 28 | 31 | 31 | 41 | 41 | 41 | 32 | 26 | 23 | 24 |
| electrolyte secondary battery | 15 | 14 | 17 | 17 | 27 | 26 | 26 | 26 | 43 | 31 | 30 | 29 | 27 | 27 | 28 | 36 | 37 | 26 | 21 | 24 |
| lithium ion battery | 10 | 9 | 11 | 8 | 3 | 12 | 17 | 13 | 17 | 16 | 24 | 31 | 31 | 28 | 31 | 32 | 36 | 31 | 34 | 29 |
| electrode active material | 9 | 14 | 10 | 18 | 18 | 14 | 14 | 17 | 17 | 21 | 23 | 27 | 28 | 22 | 22 | 28 | 27 | 31 | 23 | 29 |
| non-aqueous secondary battery | 6 | 1 | 2 | 2 | 9 | 3 | 5 | 4 | 13 | 6 | 7 | 4 | 8 | 8 | 5 | 8 | 9 | 10 | 15 | 9 |
| material lithium secondary | 11 | 13 | 14 | 9 | 18 | 19 | 12 | 6 | 6 | 10 | 14 | 9 | 10 | 10 | 10 | 7 | 8 | 5 | 5 | 10 |
| lead acid battery | 14 | 12 | 6 | 21 | 10 | 11 | 7 | 1 | 7 | 6 | 6 | 3 | 3 | 3 | 3 | 3 | 6 | 6 | 4 | 4 |
| rechargeable lithium battery | 17 | 14 | 11 | 3 | 7 | 9 | 3 | 9 | 7 | 5 | 5 | 9 | 10 | 5 | 11 | 8 | 8 | 5 | 4 | 5 |
| power supply system | 3 | 4 | 8 | 7 | 11 | 8 | 7 | 15 | 20 | 13 | 18 | 15 | 16 | 13 | 12 | 11 | 12 | 13 | 13 | 9 |
| secondary battery manufacturing | 5 | 7 | 14 | 10 | 12 | 15 | 13 | 12 | 16 | 18 | 11 | 16 | 15 | 11 | 12 | 13 | 13 | 9 | 13 | 16 |
| active material non-aqueous | 4 | 4 | 17 | 3 | 6 | 3 | 6 | 6 | 8 | 3 | 4 | 5 | 5 | 6 | 6 | 8 | 8 | 6 | 4 | 5 |
| active material lithium | 7 | 8 | 9 | 11 | 6 | 13 | 8 | 6 | 8 | 13 | 18 | 14 | 16 | 15 | 16 | 15 | 12 | 8 | 8 | 13 |
| secondary battery electrode | 5 | 4 | 3 | 3 | 14 | 9 | 11 | 9 | 8 | 8 | 12 | 13 | 21 | 17 | 18 | 19 | 18 | 19 | 18 | 22 |
| alkaline storage battery | 14 | 22 | 23 | 16 | 9 | 8 | 12 | 5 | 2 | 5 | 3 | 3 | 3 | 1 | 3 | 2 | 0 | 0 | 0 | 1 |
| secondary battery lithium | 3 | 4 | 6 | 9 | 10 | 10 | 14 | 5 | 7 | 10 | 14 | 10 | 11 | 15 | 17 | 15 | 13 | 10 | 12 | 15 |
| material non-aqueous electrolyte | 5 | 3 | 16 | 4 | 6 | 5 | 6 | 6 | 8 | 6 | 6 | 5 | 5 | 6 | 7 | 9 | 11 | 8 | 4 | 5 |
| cathode active material | 1 | 3 | 11 | 7 | 2 | 5 | 8 | 3 | 7 | 8 | 6 | 5 | 8 | 8 | 9 | 7 | 4 | 7 | 6 | 7 |
| power supply device | 4 | 7 | 6 | 2 | 7 | 7 | 9 | 13 | 16 | 6 | 12 | 13 | 14 | 12 | 13 | 12 | 11 | 12 | 11 | 9 |
| anode active material | 0 | 1 | 0 | 1 | 1 | 2 | 6 | 0 | 4 | 3 | 6 | 1 | 4 | 4 | 8 | 3 | 4 | 3 | 2 | 4 |
| non-aqueous electrolyte battery | 6 | 3 | 2 | 6 | 4 | 3 | 6 | 7 | 10 | 7 | 4 | 8 | 9 | 7 | 5 | 5 | 6 | 8 | 3 | 3 |
| battery non-aqueous electrolyte | 1 | 4 | 2 | 0 | 5 | 3 | 6 | 7 | 11 | 7 | 6 | 6 | 7 | 8 | 8 | 9 | 11 | 7 | 5 | 7 |
| energy storage device | 0 | 3 | 5 | 3 | 9 | 7 | 4 | 7 | 7 | 8 | 8 | 9 | 10 | 17 | 11 | 13 | 12 | 13 | 12 | 13 |
| secondary battery non-aqueous | 3 | 2 | 3 | 0 | 6 | 3 | 6 | 5 | 10 | 6 | 7 | 6 | 7 | 8 | 8 | 10 | 11 | 7 | 9 | 8 |
| uninterruptible power supply | 2 | 2 | 4 | 0 | 3 | 8 | 2 | 4 | 3 | 1 | 4 | 3 | 1 | 2 | 2 | 1 | 4 | 2 | 2 | 1 |
| lithium rechargeable battery | 1 | 0 | 5 | 2 | 0 | 1 | 5 | 11 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 0 | 1 | 0 | 0 | 1 |
| portable electronic device | 4 | 3 | 5 | 5 | 7 | 3 | 8 | 9 | 7 | 11 | 7 | 7 | 4 | 5 | 3 | 4 | 3 | 1 | 1 | 1 |
| battery lithium secondary | 3 | 4 | 5 | 9 | 9 | 8 | 8 | 3 | 4 | 8 | 9 | 6 | 7 | 7 | 9 | 7 | 7 | 4 | 7 | 11 |
| active material electrode | 1 | 3 | 0 | 5 | 2 | 0 | 1 | 2 | 2 | 4 | 8 | 4 | 5 | 5 | 3 | 5 | 4 | 6 | 5 | 5 |
| material lithium ion | 2 | 0 | 0 | 7 | 2 | 3 | 6 | 5 | 5 | 7 | 12 | 12 | 13 | 13 | 13 | 15 | 12 | 9 | 9 | 9 |
| energy storage system | 0 | 1 | 2 | 2 | 1 | 3 | 2 | 3 | 5 | 2 | 4 | 7 | 5 | 8 | 6 | 8 | 5 | 8 | 10 | 7 |
| lithium sulfur battery | 0 | 1 | 4 | 3 | 12 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 4 | 3 | 6 | 4 | 4 |
| power supply apparatus | 1 | 2 | 4 | 0 | 4 | 7 | 2 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 4 | 2 | 5 | 2 | 2 | 1 |
| electrode lithium secondary | 3 | 8 | 9 | 7 | 11 | 8 | 6 | 5 | 4 | 5 | 6 | 5 | 5 | 6 | 3 | 3 | 2 | 3 | 4 | 9 |
| electrode material lithium | 1 | 4 | 4 | 5 | 10 | 7 | 7 | 4 | 2 | 3 | 6 | 6 | 5 | 7 | 6 | 7 | 6 | 4 | 4 | 6 |
| power generation system | 0 | 3 | 1 | 2 | 3 | 5 | 1 | 2 | 3 | 1 | 2 | 6 | 3 | 2 | 3 | 1 | 1 | 3 | 2 | 1 |
| electrode non-aqueous electrolyte | 2 | 2 | 2 | 4 | 3 | 3 | 7 | 5 | 10 | 6 | 7 | 7 | 8 | 5 | 7 | 9 | 6 | 5 | 5 | 5 |
| lithium secondary cell | 7 | 12 | 9 | 6 | 7 | 3 | 3 | 2 | 5 | 1 | 2 | 1 | 1 | 2 | 0 | 1 | 1 | 0 | 1 | 0 |
| double layer capacitor | 7 | 10 | 5 | 1 | 6 | 5 | 6 | 7 | 1 | 2 | 1 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 |
| material secondary battery | 2 | 1 | 0 | 3 | 6 | 3 | 1 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 7 | 4 | 4 |
| electrode lithium ion | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 3 | 6 | 3 | 7 | 8 | 11 | 12 | 15 | 14 | 10 | 11 | 9 | 8 |
| secondary battery pack | 0 | 1 | 0 | 1 | 0 | 3 | 2 | 4 | 2 | 5 | 4 | 3 | 4 | 7 | 4 | 5 | 4 | 3 | 5 | 4 |
| power storage device | 0 | 0 | 0 | 1 | 0 | 2 | 2 | 3 | 7 | 5 | 4 | 8 | 10 | 10 | 15 | 13 | 13 | 15 | 12 | 11 |
| power supply control | 3 | 2 | 0 | 3 | 2 | 1 | 3 | 2 | 6 | 2 | 1 | 5 | 3 | 1 | 2 | 3 | 3 | 4 | 3 | 3 |
| vehicle power supply | 2 | 0 | 3 | 0 | 5 | 1 | 2 | 2 | 3 | 2 | 3 | 2 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 3 |
| power supply unit | 1 | 2 | 4 | 2 | 2 | 9 | 3 | 3 | 3 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 |
| battery lithium ion | 0 | 1 | 1 | 1 | 2 | 3 | 6 | 2 | 4 | 2 | 6 | 8 | 7 | 9 | 10 | 10 | 10 | 8 | 7 | 7 |
| charge discharge control | 0 | 2 | 2 | 0 | 2 | 3 | 0 | 2 | 3 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 1 | 4 | 2 | 1 |
growing_list_abstract_1, shrinking_list_abstract_1, highest_abs_change_list_abstract_1, growing_list_abstract_1_scaled, shrinking_list_abstract_1_scaled, highest_abs_change_list_abstract_1_scaled = growing_keywords(
1,
'appln_abstract'
)
N-grams created N-grams counted Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created
growing_list_abstract_1[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery | 2,477 | 2,826 | 2,601 | 3,026 | 3,032 | 3,750 | 4,759 | 5,474 | 6,031 | 6,675 | 7,915 | 13,056 | 15,843 | 17,751 | 17,821 | 16,834 | 17,726 | 18,306 | 21,510 | 25,809 |
| power | 810 | 999 | 1,200 | 1,325 | 1,450 | 1,767 | 2,195 | 2,515 | 3,097 | 3,628 | 4,901 | 7,840 | 10,040 | 11,933 | 13,007 | 12,092 | 11,679 | 13,531 | 13,223 | 13,695 |
| electrode | 773 | 921 | 717 | 863 | 1,131 | 1,368 | 2,091 | 1,878 | 2,047 | 2,397 | 2,814 | 5,462 | 7,003 | 7,767 | 8,036 | 8,124 | 8,021 | 8,189 | 10,463 | 12,357 |
| device | 506 | 608 | 614 | 790 | 860 | 1,058 | 1,341 | 1,468 | 2,046 | 2,342 | 3,302 | 4,205 | 5,932 | 6,942 | 7,243 | 6,730 | 7,068 | 7,789 | 8,638 | 9,911 |
| charging | 545 | 636 | 697 | 728 | 792 | 850 | 1,051 | 1,060 | 1,552 | 1,863 | 2,395 | 3,350 | 4,760 | 5,798 | 5,387 | 5,038 | 5,671 | 6,737 | 7,086 | 8,942 |
| material | 598 | 586 | 726 | 695 | 686 | 940 | 1,205 | 1,335 | 1,443 | 1,564 | 2,015 | 3,198 | 4,483 | 4,828 | 5,268 | 5,247 | 4,683 | 5,034 | 5,637 | 7,030 |
| unit | 223 | 362 | 365 | 389 | 428 | 633 | 923 | 1,023 | 1,041 | 1,411 | 2,059 | 3,459 | 4,869 | 5,650 | 4,998 | 5,151 | 4,860 | 5,408 | 6,044 | 6,487 |
| layer | 250 | 296 | 335 | 338 | 347 | 573 | 667 | 830 | 866 | 967 | 1,078 | 1,846 | 2,497 | 2,939 | 3,033 | 2,918 | 3,283 | 3,470 | 4,821 | 6,159 |
| cell | 523 | 661 | 508 | 544 | 528 | 575 | 1,018 | 1,016 | 1,187 | 1,441 | 1,931 | 2,990 | 4,492 | 5,018 | 4,762 | 4,239 | 4,350 | 4,105 | 5,026 | 5,841 |
| lithium | 444 | 545 | 495 | 518 | 633 | 675 | 897 | 892 | 1,027 | 1,195 | 1,510 | 2,490 | 3,277 | 3,173 | 3,447 | 3,776 | 3,948 | 3,540 | 4,276 | 5,666 |
| vehicle | 134 | 207 | 225 | 201 | 257 | 284 | 335 | 466 | 586 | 787 | 1,330 | 1,857 | 2,633 | 2,995 | 2,749 | 2,432 | 2,217 | 2,853 | 3,629 | 5,226 |
| system | 234 | 357 | 334 | 452 | 377 | 469 | 635 | 778 | 1,010 | 1,248 | 1,500 | 2,505 | 3,041 | 3,456 | 3,526 | 3,466 | 3,641 | 4,076 | 4,605 | 5,087 |
| control | 356 | 457 | 374 | 422 | 530 | 668 | 719 | 1,015 | 1,037 | 1,425 | 1,594 | 2,549 | 3,419 | 4,093 | 3,757 | 3,605 | 3,734 | 4,507 | 4,822 | 5,162 |
| current | 562 | 689 | 692 | 698 | 737 | 1,002 | 1,083 | 1,318 | 1,515 | 1,802 | 1,769 | 2,843 | 3,330 | 3,741 | 3,557 | 3,500 | 3,724 | 4,180 | 4,570 | 5,250 |
| module | 109 | 169 | 133 | 170 | 148 | 190 | 404 | 456 | 572 | 789 | 1,124 | 1,706 | 2,418 | 2,768 | 2,950 | 2,781 | 3,049 | 3,406 | 4,216 | 4,770 |
| voltage | 717 | 1,065 | 1,095 | 1,041 | 1,158 | 1,517 | 1,587 | 2,051 | 2,172 | 2,388 | 2,391 | 3,725 | 4,133 | 4,381 | 4,859 | 4,633 | 4,536 | 4,605 | 5,003 | 5,286 |
| connected | 331 | 375 | 383 | 434 | 395 | 640 | 666 | 708 | 956 | 1,208 | 1,450 | 2,245 | 2,899 | 3,314 | 3,275 | 3,021 | 3,218 | 3,611 | 4,251 | 4,761 |
| storage | 222 | 270 | 287 | 364 | 288 | 392 | 444 | 588 | 891 | 866 | 1,373 | 2,119 | 3,023 | 3,373 | 3,553 | 3,177 | 3,622 | 3,981 | 3,869 | 4,571 |
| energy | 144 | 210 | 255 | 350 | 337 | 410 | 415 | 697 | 882 | 1,076 | 1,598 | 2,230 | 2,722 | 2,964 | 2,991 | 2,720 | 2,898 | 3,459 | 3,745 | 4,302 |
| secondary | 318 | 405 | 376 | 469 | 475 | 701 | 919 | 963 | 1,049 | 1,159 | 1,382 | 2,506 | 3,146 | 3,343 | 3,396 | 3,432 | 3,512 | 3,113 | 3,588 | 4,374 |
| surface | 288 | 286 | 277 | 303 | 328 | 463 | 566 | 605 | 826 | 823 | 936 | 1,546 | 2,075 | 2,151 | 2,576 | 2,548 | 2,843 | 2,903 | 3,634 | 4,318 |
| circuit | 562 | 574 | 639 | 649 | 748 | 1,125 | 1,172 | 1,310 | 1,576 | 1,986 | 1,724 | 2,682 | 3,055 | 3,531 | 3,479 | 3,420 | 3,423 | 3,971 | 4,631 | 4,583 |
| present | 179 | 190 | 170 | 160 | 161 | 281 | 268 | 350 | 395 | 403 | 534 | 844 | 1,297 | 1,541 | 2,501 | 2,564 | 2,899 | 3,174 | 3,626 | 3,968 |
| part | 159 | 202 | 295 | 375 | 347 | 565 | 755 | 704 | 790 | 908 | 1,204 | 1,931 | 3,165 | 3,236 | 3,265 | 2,653 | 2,423 | 2,553 | 3,727 | 3,752 |
| plurality | 157 | 237 | 148 | 206 | 177 | 319 | 387 | 427 | 597 | 643 | 763 | 1,505 | 1,920 | 2,164 | 2,123 | 2,132 | 2,302 | 2,510 | 3,382 | 3,727 |
| electric | 229 | 317 | 286 | 326 | 323 | 491 | 529 | 564 | 891 | 1,021 | 1,403 | 2,279 | 3,023 | 3,375 | 2,863 | 2,619 | 2,271 | 2,709 | 3,185 | 3,746 |
| active | 269 | 298 | 334 | 318 | 382 | 456 | 665 | 755 | 838 | 848 | 1,059 | 1,820 | 2,528 | 2,677 | 2,819 | 2,802 | 2,442 | 2,673 | 2,902 | 3,770 |
| plate | 244 | 400 | 234 | 283 | 288 | 420 | 616 | 503 | 536 | 555 | 745 | 1,535 | 2,077 | 2,007 | 1,957 | 2,067 | 2,100 | 2,095 | 2,981 | 3,654 |
| electrolyte | 223 | 364 | 303 | 290 | 351 | 404 | 533 | 560 | 655 | 496 | 607 | 1,202 | 1,734 | 1,946 | 2,261 | 2,199 | 2,381 | 2,222 | 2,988 | 3,596 |
| supply | 272 | 332 | 456 | 384 | 495 | 696 | 767 | 847 | 946 | 1,021 | 1,382 | 2,227 | 2,664 | 3,045 | 3,169 | 2,789 | 2,691 | 2,971 | 3,419 | 3,631 |
| side | 176 | 254 | 179 | 191 | 177 | 348 | 447 | 457 | 620 | 595 | 818 | 1,323 | 1,833 | 2,065 | 2,182 | 2,089 | 1,991 | 2,397 | 2,736 | 3,361 |
| portion | 232 | 285 | 157 | 192 | 220 | 286 | 519 | 356 | 599 | 637 | 763 | 1,358 | 1,638 | 1,892 | 1,849 | 1,791 | 2,336 | 2,848 | 3,306 | 3,387 |
| terminal | 349 | 458 | 442 | 435 | 496 | 647 | 822 | 784 | 856 | 968 | 1,230 | 1,947 | 2,443 | 3,037 | 2,822 | 2,687 | 2,886 | 3,153 | 3,310 | 3,484 |
| configured | 23 | 25 | 22 | 45 | 65 | 74 | 135 | 147 | 239 | 376 | 555 | 754 | 1,020 | 1,384 | 1,622 | 1,830 | 1,950 | 2,422 | 2,701 | 2,861 |
| body | 148 | 180 | 161 | 283 | 196 | 281 | 331 | 398 | 486 | 549 | 850 | 1,164 | 1,395 | 1,608 | 1,650 | 1,464 | 1,734 | 1,861 | 2,487 | 2,882 |
| state | 174 | 216 | 240 | 231 | 290 | 299 | 411 | 469 | 577 | 645 | 770 | 1,069 | 1,495 | 1,915 | 1,892 | 1,851 | 1,821 | 1,897 | 2,354 | 2,815 |
| temperature | 261 | 308 | 232 | 242 | 200 | 316 | 488 | 552 | 604 | 730 | 769 | 1,058 | 1,349 | 1,518 | 1,490 | 1,480 | 1,720 | 1,613 | 2,071 | 2,730 |
| electrical | 174 | 193 | 270 | 274 | 298 | 374 | 417 | 526 | 613 | 744 | 915 | 1,320 | 1,844 | 1,797 | 1,779 | 1,734 | 1,998 | 2,005 | 2,409 | 2,605 |
| element | 305 | 275 | 333 | 269 | 304 | 466 | 584 | 556 | 721 | 788 | 838 | 1,333 | 1,928 | 1,831 | 2,081 | 2,025 | 1,957 | 2,169 | 2,349 | 2,645 |
| heat | 62 | 73 | 82 | 82 | 112 | 132 | 196 | 226 | 273 | 289 | 429 | 687 | 909 | 1,143 | 964 | 1,039 | 1,073 | 1,177 | 1,594 | 2,356 |
| pack | 161 | 199 | 117 | 237 | 235 | 291 | 419 | 535 | 501 | 601 | 625 | 1,034 | 1,409 | 1,442 | 1,396 | 1,182 | 1,436 | 1,604 | 1,766 | 2,440 |
| assembly | 106 | 79 | 58 | 103 | 101 | 236 | 397 | 388 | 368 | 461 | 527 | 995 | 1,125 | 1,185 | 1,379 | 1,567 | 1,567 | 1,745 | 2,054 | 2,367 |
| metal | 306 | 319 | 287 | 271 | 345 | 423 | 391 | 499 | 564 | 572 | 706 | 1,096 | 1,503 | 1,554 | 1,736 | 1,678 | 1,798 | 1,805 | 1,991 | 2,556 |
| housing | 149 | 141 | 118 | 125 | 166 | 273 | 342 | 388 | 410 | 473 | 474 | 784 | 928 | 1,292 | 1,352 | 1,212 | 1,356 | 1,557 | 2,115 | 2,303 |
| connection | 116 | 129 | 169 | 161 | 142 | 235 | 276 | 295 | 397 | 462 | 510 | 894 | 1,260 | 1,295 | 1,427 | 1,250 | 1,324 | 1,562 | 1,988 | 2,257 |
| solution | 205 | 295 | 398 | 419 | 416 | 573 | 661 | 683 | 750 | 927 | 888 | 1,512 | 1,961 | 2,302 | 2,213 | 2,040 | 1,997 | 1,666 | 1,912 | 2,304 |
| direction | 58 | 80 | 53 | 88 | 93 | 140 | 228 | 206 | 300 | 286 | 311 | 591 | 955 | 1,037 | 1,173 | 1,022 | 1,191 | 1,325 | 1,656 | 2,145 |
| charge | 391 | 446 | 369 | 404 | 480 | 573 | 562 | 776 | 940 | 1,221 | 1,262 | 1,899 | 2,434 | 2,448 | 2,562 | 2,188 | 2,092 | 2,233 | 2,065 | 2,467 |
| particle | 163 | 161 | 196 | 141 | 227 | 274 | 324 | 487 | 432 | 455 | 615 | 710 | 1,073 | 1,240 | 1,257 | 1,480 | 1,577 | 1,578 | 1,854 | 2,238 |
| output | 241 | 268 | 319 | 336 | 363 | 516 | 624 | 654 | 743 | 798 | 936 | 1,487 | 1,681 | 1,876 | 1,763 | 1,936 | 2,037 | 2,151 | 2,308 | 2,264 |
growing_list_abstract_1_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| power | 831 | 858 | 1,060 | 1,113 | 1,126 | 1,128 | 1,123 | 1,171 | 1,249 | 1,292 | 1,452 | 1,522 | 1,486 | 1,599 | 1,639 | 1,564 | 1,492 | 1,604 | 1,366 | 1,243 |
| device | 519 | 522 | 542 | 663 | 668 | 676 | 686 | 684 | 825 | 834 | 978 | 816 | 878 | 930 | 913 | 870 | 903 | 923 | 893 | 900 |
| unit | 229 | 311 | 322 | 327 | 332 | 404 | 472 | 476 | 420 | 502 | 610 | 671 | 721 | 757 | 630 | 666 | 621 | 641 | 625 | 589 |
| vehicle | 137 | 178 | 199 | 169 | 200 | 181 | 171 | 217 | 236 | 280 | 394 | 360 | 390 | 401 | 346 | 314 | 283 | 338 | 375 | 474 |
| electrode | 793 | 791 | 633 | 725 | 878 | 874 | 1,070 | 875 | 825 | 854 | 834 | 1,060 | 1,036 | 1,041 | 1,013 | 1,051 | 1,024 | 970 | 1,081 | 1,122 |
| module | 112 | 145 | 117 | 143 | 115 | 121 | 207 | 212 | 231 | 281 | 333 | 331 | 358 | 371 | 372 | 360 | 389 | 404 | 436 | 433 |
| layer | 256 | 254 | 296 | 284 | 269 | 366 | 341 | 387 | 349 | 344 | 319 | 358 | 370 | 394 | 382 | 377 | 419 | 411 | 498 | 559 |
| charging | 559 | 546 | 616 | 611 | 615 | 543 | 538 | 494 | 626 | 663 | 709 | 650 | 704 | 777 | 679 | 651 | 724 | 798 | 732 | 812 |
| energy | 148 | 180 | 225 | 294 | 262 | 262 | 212 | 325 | 356 | 383 | 473 | 433 | 403 | 397 | 377 | 352 | 370 | 410 | 387 | 391 |
| configured | 24 | 21 | 19 | 38 | 50 | 47 | 69 | 68 | 96 | 134 | 164 | 146 | 151 | 185 | 204 | 237 | 249 | 287 | 279 | 260 |
| system | 240 | 307 | 295 | 380 | 293 | 299 | 325 | 362 | 407 | 444 | 444 | 486 | 450 | 463 | 444 | 448 | 465 | 483 | 476 | 462 |
| storage | 228 | 232 | 254 | 306 | 224 | 250 | 227 | 274 | 359 | 308 | 407 | 411 | 447 | 452 | 448 | 411 | 463 | 472 | 400 | 415 |
| part | 163 | 174 | 261 | 315 | 269 | 361 | 386 | 328 | 319 | 323 | 357 | 375 | 468 | 434 | 411 | 343 | 309 | 303 | 385 | 341 |
| plurality | 161 | 204 | 131 | 173 | 137 | 204 | 198 | 199 | 241 | 229 | 226 | 292 | 284 | 290 | 268 | 276 | 294 | 297 | 349 | 338 |
| present | 184 | 163 | 150 | 134 | 125 | 179 | 137 | 163 | 159 | 144 | 158 | 164 | 192 | 206 | 315 | 332 | 370 | 376 | 375 | 360 |
| wireless | 8 | 15 | 28 | 32 | 30 | 56 | 29 | 31 | 42 | 73 | 99 | 76 | 119 | 170 | 218 | 217 | 246 | 262 | 191 | 171 |
| heat | 64 | 63 | 72 | 69 | 87 | 84 | 100 | 105 | 110 | 103 | 127 | 133 | 135 | 153 | 121 | 134 | 137 | 139 | 165 | 214 |
| direction | 59 | 69 | 47 | 74 | 72 | 89 | 117 | 96 | 121 | 102 | 92 | 115 | 141 | 139 | 148 | 132 | 152 | 157 | 171 | 195 |
| side | 181 | 218 | 158 | 160 | 137 | 222 | 229 | 213 | 250 | 212 | 242 | 257 | 271 | 277 | 275 | 270 | 254 | 284 | 283 | 305 |
| body | 152 | 155 | 142 | 238 | 152 | 179 | 169 | 185 | 196 | 196 | 252 | 226 | 206 | 215 | 208 | 189 | 221 | 221 | 257 | 262 |
| arranged | 55 | 67 | 54 | 92 | 85 | 82 | 101 | 100 | 119 | 144 | 135 | 158 | 155 | 135 | 147 | 136 | 136 | 126 | 152 | 162 |
| assembly | 109 | 68 | 51 | 86 | 78 | 151 | 203 | 181 | 148 | 164 | 156 | 193 | 166 | 159 | 174 | 203 | 200 | 207 | 212 | 215 |
| electric | 235 | 272 | 253 | 274 | 251 | 314 | 271 | 263 | 359 | 364 | 416 | 442 | 447 | 452 | 361 | 339 | 290 | 321 | 329 | 340 |
| control | 365 | 393 | 330 | 354 | 411 | 427 | 368 | 473 | 418 | 507 | 472 | 495 | 506 | 548 | 473 | 466 | 477 | 534 | 498 | 469 |
| electrolyte | 229 | 313 | 268 | 243 | 273 | 258 | 273 | 261 | 264 | 177 | 180 | 233 | 257 | 261 | 285 | 284 | 304 | 263 | 309 | 326 |
| surface | 295 | 246 | 245 | 254 | 255 | 296 | 290 | 282 | 333 | 293 | 277 | 300 | 307 | 288 | 325 | 329 | 363 | 344 | 376 | 392 |
| coil | 42 | 42 | 41 | 60 | 48 | 70 | 37 | 57 | 77 | 107 | 148 | 115 | 149 | 215 | 204 | 227 | 225 | 214 | 177 | 137 |
| connected | 339 | 322 | 338 | 364 | 307 | 409 | 341 | 330 | 385 | 430 | 430 | 436 | 429 | 444 | 413 | 391 | 411 | 428 | 439 | 432 |
| cooling | 28 | 38 | 25 | 50 | 36 | 33 | 63 | 75 | 65 | 73 | 66 | 96 | 89 | 92 | 66 | 72 | 87 | 92 | 104 | 118 |
| connection | 119 | 111 | 149 | 135 | 110 | 150 | 141 | 137 | 160 | 165 | 151 | 174 | 186 | 174 | 180 | 162 | 169 | 185 | 205 | 205 |
| management | 9 | 21 | 23 | 25 | 33 | 29 | 28 | 46 | 54 | 51 | 58 | 71 | 75 | 80 | 69 | 74 | 75 | 78 | 82 | 92 |
| plate | 250 | 344 | 207 | 238 | 224 | 268 | 315 | 234 | 216 | 198 | 221 | 298 | 307 | 269 | 247 | 267 | 268 | 248 | 308 | 332 |
| member | 99 | 145 | 126 | 132 | 149 | 140 | 161 | 116 | 158 | 222 | 190 | 139 | 180 | 183 | 166 | 156 | 170 | 186 | 186 | 179 |
| disposed | 71 | 64 | 65 | 41 | 51 | 68 | 50 | 64 | 79 | 75 | 69 | 80 | 91 | 98 | 90 | 105 | 120 | 138 | 141 | 148 |
| electrically | 92 | 88 | 95 | 86 | 113 | 133 | 119 | 116 | 123 | 150 | 162 | 144 | 168 | 159 | 150 | 163 | 160 | 164 | 192 | 169 |
| state | 178 | 186 | 212 | 194 | 225 | 191 | 210 | 218 | 233 | 230 | 228 | 207 | 221 | 257 | 238 | 239 | 233 | 225 | 243 | 256 |
| transmission | 24 | 20 | 17 | 34 | 22 | 38 | 16 | 27 | 61 | 97 | 88 | 69 | 105 | 145 | 147 | 159 | 136 | 148 | 118 | 100 |
| based | 95 | 128 | 116 | 98 | 107 | 109 | 135 | 123 | 143 | 161 | 134 | 137 | 156 | 153 | 158 | 177 | 173 | 184 | 182 | 170 |
| secondary | 326 | 348 | 332 | 394 | 369 | 448 | 470 | 449 | 423 | 413 | 409 | 486 | 466 | 448 | 428 | 444 | 449 | 369 | 371 | 397 |
| portion | 238 | 245 | 139 | 161 | 171 | 183 | 265 | 166 | 242 | 227 | 226 | 264 | 242 | 254 | 233 | 232 | 298 | 338 | 342 | 307 |
| active | 276 | 256 | 295 | 267 | 297 | 291 | 340 | 352 | 338 | 302 | 314 | 353 | 374 | 359 | 355 | 362 | 312 | 317 | 300 | 342 |
| solid | 84 | 54 | 46 | 54 | 45 | 24 | 40 | 28 | 38 | 35 | 38 | 61 | 55 | 74 | 68 | 78 | 88 | 101 | 113 | 149 |
| station | 19 | 22 | 17 | 18 | 27 | 26 | 12 | 16 | 23 | 30 | 72 | 59 | 47 | 54 | 36 | 46 | 53 | 61 | 56 | 84 |
| disclosure | 0 | 0 | 1 | 0 | 0 | 3 | 3 | 2 | 2 | 5 | 13 | 11 | 13 | 17 | 28 | 43 | 48 | 59 | 61 | 63 |
| embodiment | 32 | 40 | 27 | 30 | 34 | 50 | 36 | 50 | 48 | 52 | 64 | 65 | 48 | 58 | 87 | 92 | 117 | 101 | 111 | 92 |
| frame | 25 | 34 | 25 | 33 | 22 | 37 | 55 | 43 | 31 | 29 | 39 | 51 | 52 | 42 | 44 | 58 | 51 | 52 | 76 | 84 |
| lithium | 455 | 468 | 437 | 435 | 491 | 431 | 459 | 415 | 414 | 426 | 447 | 483 | 485 | 425 | 434 | 488 | 504 | 420 | 442 | 514 |
| collector | 109 | 87 | 79 | 97 | 96 | 139 | 112 | 149 | 151 | 163 | 130 | 157 | 157 | 156 | 128 | 106 | 115 | 112 | 160 | 167 |
| electrical | 178 | 166 | 239 | 230 | 231 | 239 | 213 | 245 | 247 | 265 | 271 | 256 | 273 | 241 | 224 | 224 | 255 | 238 | 249 | 236 |
| receiving | 53 | 69 | 45 | 64 | 68 | 61 | 66 | 94 | 89 | 114 | 130 | 104 | 105 | 144 | 185 | 145 | 140 | 142 | 144 | 110 |
shrinking_list_abstract_1[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| telephone | 49 | 60 | 59 | 45 | 39 | 33 | 43 | 19 | 31 | 17 | 24 | 18 | 28 | 25 | 34 | 19 | 33 | 6 | 9 | 7 |
| mum | 22 | 14 | 26 | 8 | 35 | 27 | 17 | 17 | 26 | 8 | 7 | 11 | 21 | 17 | 11 | 5 | 2 | 2 | 5 | 1 |
| jpo | 17 | 15 | 27 | 210 | 267 | 393 | 438 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| copyright | 17 | 15 | 27 | 210 | 267 | 393 | 438 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lixmn | 14 | 6 | 1 | 4 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 |
| manganate | 13 | 9 | 4 | 0 | 7 | 5 | 7 | 11 | 8 | 8 | 18 | 3 | 6 | 3 | 11 | 5 | 0 | 12 | 7 | 1 |
| claim | 16 | 15 | 12 | 19 | 21 | 17 | 15 | 14 | 14 | 26 | 30 | 45 | 47 | 53 | 58 | 4 | 3 | 3 | 0 | 5 |
| inpit | 11 | 11 | 16 | 21 | 20 | 29 | 169 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| revolution | 11 | 12 | 13 | 1 | 0 | 8 | 14 | 10 | 2 | 12 | 6 | 0 | 3 | 8 | 1 | 5 | 18 | 12 | 3 | 1 |
| computed | 12 | 10 | 9 | 3 | 2 | 7 | 2 | 0 | 1 | 10 | 5 | 11 | 11 | 8 | 7 | 7 | 4 | 6 | 7 | 2 |
| emf | 9 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 2 | 4 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| paddle | 9 | 17 | 1 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 13 | 0 | 1 | 10 | 4 | 0 |
| ringer | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| constitution | 16 | 31 | 31 | 34 | 30 | 15 | 12 | 10 | 13 | 47 | 158 | 325 | 574 | 480 | 10 | 9 | 9 | 9 | 13 | 7 |
| dioxolane | 9 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 0 |
| ptext | 8 | 4 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cordless | 9 | 3 | 7 | 5 | 10 | 17 | 27 | 16 | 14 | 7 | 3 | 2 | 3 | 3 | 8 | 6 | 9 | 3 | 1 | 1 |
| roof | 12 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 5 | 2 | 8 | 6 | 10 | 6 | 4 | 18 | 11 | 5 | 4 |
| sim | 9 | 0 | 0 | 0 | 3 | 2 | 2 | 0 | 2 | 1 | 4 | 11 | 2 | 0 | 4 | 0 | 1 | 2 | 0 | 1 |
| nicd | 8 | 1 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| nuclear | 8 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 6 | 3 | 1 | 0 | 3 | 2 | 12 | 2 | 2 | 3 | 0 | 0 |
| stiffener | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 1 |
| cadmium | 15 | 3 | 8 | 5 | 4 | 1 | 9 | 9 | 2 | 1 | 3 | 11 | 3 | 1 | 2 | 7 | 1 | 5 | 3 | 8 |
| limiter | 9 | 2 | 1 | 7 | 2 | 2 | 1 | 3 | 3 | 6 | 0 | 9 | 8 | 15 | 7 | 6 | 20 | 5 | 20 | 2 |
| bios | 7 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 0 | 3 | 0 | 2 | 0 | 9 | 1 | 0 | 0 | 0 | 0 |
| alternator | 25 | 68 | 36 | 13 | 17 | 18 | 39 | 28 | 33 | 74 | 32 | 57 | 42 | 70 | 61 | 32 | 60 | 50 | 45 | 18 |
| suspending | 8 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 5 | 5 | 3 | 16 | 5 | 8 | 6 | 3 | 9 | 5 | 1 |
| voting | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| nimh | 6 | 0 | 2 | 0 | 1 | 2 | 2 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 0 |
| cacu | 6 | 6 | 1 | 2 | 0 | 1 | 1 | 6 | 1 | 0 | 2 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| iib | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | 0 |
| cassette | 6 | 12 | 0 | 0 | 3 | 6 | 0 | 0 | 0 | 27 | 4 | 1 | 5 | 9 | 13 | 0 | 4 | 5 | 6 | 0 |
| vibrator | 6 | 1 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 1 | 4 | 1 | 0 |
| coding | 7 | 0 | 2 | 0 | 0 | 1 | 5 | 0 | 4 | 12 | 0 | 2 | 3 | 3 | 8 | 2 | 1 | 5 | 4 | 1 |
| fish | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 2 |
| limn | 8 | 3 | 0 | 4 | 1 | 0 | 2 | 6 | 3 | 0 | 9 | 13 | 7 | 6 | 14 | 4 | 10 | 5 | 10 | 2 |
| call | 11 | 7 | 7 | 5 | 9 | 8 | 0 | 0 | 5 | 4 | 11 | 6 | 13 | 7 | 4 | 14 | 5 | 10 | 10 | 5 |
| upstanding | 5 | 1 | 1 | 0 | 0 | 0 | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 3 | 5 | 5 | 0 | 0 |
| bussing | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
| rosemary | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ncipi | 5 | 3 | 5 | 13 | 154 | 364 | 269 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| misch | 5 | 2 | 2 | 2 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| cranking | 8 | 2 | 7 | 1 | 1 | 0 | 1 | 1 | 5 | 8 | 4 | 1 | 3 | 1 | 5 | 5 | 1 | 3 | 8 | 3 |
| metalliferous | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| comparators | 5 | 3 | 0 | 0 | 5 | 2 | 2 | 7 | 2 | 3 | 7 | 3 | 7 | 2 | 1 | 1 | 0 | 3 | 0 | 0 |
| closure | 16 | 4 | 6 | 5 | 1 | 2 | 11 | 5 | 3 | 1 | 6 | 18 | 32 | 9 | 13 | 6 | 12 | 19 | 32 | 11 |
| wettable | 5 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 0 |
| vout | 7 | 6 | 3 | 1 | 5 | 3 | 0 | 6 | 1 | 4 | 6 | 5 | 11 | 2 | 8 | 4 | 4 | 16 | 11 | 2 |
| radiotelephone | 5 | 2 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cathodic | 8 | 0 | 2 | 2 | 1 | 4 | 3 | 4 | 4 | 6 | 9 | 6 | 10 | 11 | 8 | 6 | 2 | 2 | 18 | 3 |
shrinking_list_abstract_1_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| voltage | 735 | 915 | 967 | 874 | 899 | 969 | 812 | 955 | 876 | 850 | 708 | 723 | 612 | 587 | 612 | 599 | 579 | 546 | 517 | 480 |
| battery | 2,541 | 2,428 | 2,298 | 2,541 | 2,354 | 2,395 | 2,434 | 2,550 | 2,432 | 2,377 | 2,344 | 2,534 | 2,345 | 2,379 | 2,246 | 2,177 | 2,264 | 2,169 | 2,223 | 2,343 |
| charge | 401 | 383 | 326 | 339 | 373 | 366 | 287 | 361 | 379 | 435 | 374 | 369 | 360 | 328 | 323 | 283 | 267 | 265 | 213 | 224 |
| circuit | 576 | 493 | 564 | 545 | 581 | 718 | 599 | 610 | 635 | 707 | 511 | 521 | 452 | 473 | 438 | 442 | 437 | 471 | 479 | 416 |
| alloy | 171 | 139 | 123 | 86 | 79 | 86 | 76 | 59 | 31 | 47 | 42 | 37 | 38 | 31 | 33 | 35 | 27 | 21 | 24 | 23 |
| mean | 259 | 204 | 201 | 195 | 218 | 160 | 164 | 189 | 133 | 134 | 152 | 137 | 152 | 121 | 147 | 113 | 104 | 94 | 97 | 117 |
| capacity | 206 | 204 | 204 | 206 | 155 | 185 | 164 | 150 | 169 | 113 | 130 | 157 | 140 | 116 | 120 | 135 | 115 | 103 | 83 | 96 |
| nickel | 167 | 185 | 151 | 125 | 107 | 103 | 116 | 86 | 56 | 69 | 81 | 73 | 64 | 42 | 61 | 60 | 58 | 48 | 57 | 60 |
| discharge | 223 | 210 | 173 | 217 | 170 | 178 | 185 | 191 | 212 | 210 | 157 | 165 | 191 | 172 | 160 | 163 | 145 | 144 | 122 | 117 |
| current | 576 | 592 | 611 | 586 | 572 | 640 | 554 | 614 | 611 | 642 | 524 | 552 | 493 | 501 | 448 | 453 | 476 | 495 | 472 | 477 |
| manganese | 131 | 134 | 74 | 71 | 68 | 49 | 58 | 71 | 42 | 54 | 65 | 57 | 54 | 51 | 48 | 51 | 52 | 35 | 37 | 37 |
| generator | 132 | 166 | 156 | 152 | 133 | 124 | 128 | 140 | 115 | 125 | 87 | 86 | 65 | 51 | 64 | 62 | 53 | 47 | 46 | 39 |
| metal | 314 | 274 | 254 | 228 | 268 | 270 | 200 | 232 | 227 | 204 | 209 | 213 | 222 | 208 | 219 | 217 | 230 | 214 | 206 | 232 |
| hydrogen | 92 | 104 | 66 | 49 | 56 | 51 | 51 | 49 | 31 | 34 | 27 | 23 | 20 | 20 | 22 | 27 | 19 | 18 | 20 | 16 |
| load | 181 | 167 | 212 | 146 | 160 | 181 | 130 | 145 | 161 | 147 | 141 | 150 | 137 | 126 | 133 | 137 | 134 | 134 | 117 | 106 |
| time | 203 | 181 | 185 | 158 | 168 | 186 | 145 | 204 | 164 | 196 | 135 | 162 | 173 | 168 | 151 | 153 | 148 | 184 | 133 | 130 |
| lead | 145 | 161 | 90 | 149 | 145 | 96 | 96 | 68 | 91 | 99 | 69 | 74 | 69 | 76 | 69 | 69 | 75 | 76 | 77 | 72 |
| element | 313 | 236 | 294 | 226 | 236 | 298 | 299 | 259 | 291 | 281 | 248 | 259 | 285 | 245 | 262 | 262 | 250 | 257 | 243 | 240 |
| case | 210 | 194 | 143 | 113 | 92 | 190 | 218 | 136 | 170 | 151 | 141 | 181 | 198 | 201 | 192 | 176 | 170 | 155 | 135 | 143 |
| alkaline | 72 | 74 | 61 | 51 | 37 | 38 | 31 | 26 | 21 | 19 | 12 | 9 | 13 | 8 | 10 | 12 | 7 | 7 | 7 | 7 |
| portable | 88 | 87 | 87 | 121 | 77 | 114 | 81 | 74 | 83 | 80 | 70 | 71 | 47 | 53 | 47 | 48 | 43 | 37 | 23 | 26 |
| rechargeable | 117 | 107 | 123 | 82 | 107 | 121 | 98 | 118 | 130 | 117 | 117 | 108 | 75 | 63 | 84 | 65 | 83 | 52 | 51 | 55 |
| switch | 210 | 189 | 184 | 168 | 175 | 206 | 163 | 191 | 190 | 204 | 176 | 163 | 177 | 168 | 160 | 136 | 156 | 214 | 182 | 149 |
| pulse | 71 | 42 | 49 | 48 | 53 | 42 | 25 | 37 | 31 | 40 | 25 | 25 | 21 | 21 | 14 | 16 | 19 | 14 | 19 | 11 |
| oxide | 170 | 215 | 161 | 144 | 140 | 121 | 126 | 143 | 124 | 132 | 132 | 112 | 118 | 119 | 119 | 126 | 124 | 107 | 107 | 111 |
| predetermined | 117 | 129 | 116 | 86 | 94 | 119 | 94 | 136 | 106 | 95 | 82 | 87 | 80 | 85 | 90 | 86 | 80 | 86 | 66 | 64 |
| fiber | 76 | 63 | 54 | 55 | 33 | 33 | 40 | 22 | 49 | 17 | 34 | 27 | 25 | 21 | 32 | 23 | 27 | 24 | 28 | 24 |
| telephone | 50 | 52 | 52 | 38 | 30 | 21 | 22 | 9 | 12 | 6 | 7 | 3 | 4 | 3 | 4 | 2 | 4 | 1 | 1 | 1 |
| signal | 234 | 212 | 208 | 198 | 231 | 247 | 214 | 231 | 237 | 254 | 265 | 220 | 217 | 233 | 213 | 231 | 235 | 223 | 226 | 184 |
| engine | 76 | 99 | 77 | 71 | 62 | 65 | 53 | 68 | 68 | 70 | 42 | 23 | 26 | 37 | 32 | 36 | 29 | 25 | 30 | 27 |
| characteristic | 110 | 96 | 108 | 142 | 118 | 120 | 127 | 95 | 112 | 113 | 81 | 84 | 80 | 79 | 91 | 87 | 87 | 69 | 63 | 62 |
| detected | 80 | 70 | 87 | 60 | 59 | 53 | 54 | 63 | 69 | 68 | 55 | 55 | 45 | 49 | 47 | 38 | 37 | 38 | 30 | 33 |
| cobalt | 92 | 109 | 69 | 90 | 85 | 54 | 71 | 54 | 48 | 58 | 43 | 45 | 48 | 37 | 42 | 39 | 47 | 30 | 38 | 46 |
| level | 101 | 119 | 82 | 95 | 97 | 91 | 91 | 98 | 76 | 72 | 60 | 66 | 57 | 52 | 53 | 62 | 74 | 61 | 53 | 55 |
| transistor | 61 | 47 | 57 | 32 | 38 | 52 | 35 | 54 | 32 | 46 | 20 | 22 | 23 | 18 | 20 | 16 | 23 | 19 | 22 | 15 |
| polymer | 146 | 150 | 150 | 164 | 105 | 113 | 93 | 82 | 62 | 64 | 68 | 79 | 82 | 79 | 89 | 81 | 89 | 80 | 88 | 101 |
| large | 65 | 44 | 42 | 53 | 43 | 33 | 47 | 30 | 39 | 23 | 24 | 28 | 26 | 21 | 21 | 25 | 21 | 20 | 16 | 20 |
| obtained | 84 | 60 | 67 | 70 | 61 | 70 | 54 | 58 | 50 | 47 | 53 | 56 | 51 | 49 | 47 | 46 | 49 | 47 | 38 | 40 |
| charger | 119 | 124 | 99 | 179 | 134 | 141 | 117 | 132 | 125 | 130 | 128 | 129 | 105 | 109 | 95 | 89 | 89 | 78 | 79 | 75 |
| container | 73 | 51 | 44 | 38 | 44 | 46 | 32 | 28 | 21 | 28 | 23 | 39 | 43 | 37 | 40 | 29 | 29 | 36 | 21 | 30 |
| compound | 127 | 155 | 162 | 132 | 182 | 110 | 103 | 103 | 102 | 94 | 107 | 107 | 118 | 109 | 104 | 112 | 111 | 82 | 83 | 84 |
| absorbing | 50 | 40 | 19 | 19 | 14 | 17 | 13 | 27 | 10 | 11 | 10 | 8 | 10 | 8 | 8 | 7 | 9 | 7 | 8 | 7 |
| electronic | 163 | 93 | 112 | 139 | 163 | 174 | 147 | 165 | 165 | 179 | 164 | 143 | 118 | 127 | 174 | 177 | 184 | 144 | 131 | 121 |
| powder | 73 | 58 | 63 | 49 | 78 | 66 | 66 | 58 | 50 | 40 | 47 | 43 | 47 | 30 | 44 | 41 | 31 | 29 | 29 | 31 |
| charged | 99 | 119 | 127 | 102 | 98 | 98 | 65 | 88 | 105 | 97 | 92 | 86 | 73 | 72 | 72 | 59 | 56 | 63 | 55 | 58 |
| remaining | 59 | 56 | 54 | 31 | 59 | 59 | 28 | 40 | 35 | 32 | 35 | 36 | 29 | 22 | 15 | 21 | 20 | 23 | 18 | 18 |
| terminal | 358 | 393 | 390 | 365 | 385 | 413 | 420 | 365 | 345 | 345 | 364 | 378 | 362 | 407 | 356 | 347 | 369 | 374 | 342 | 316 |
| output | 247 | 230 | 282 | 282 | 282 | 330 | 319 | 305 | 300 | 284 | 277 | 289 | 249 | 251 | 222 | 250 | 260 | 255 | 239 | 206 |
| section | 136 | 88 | 86 | 84 | 121 | 70 | 99 | 71 | 115 | 108 | 110 | 127 | 124 | 141 | 117 | 92 | 72 | 81 | 86 | 96 |
| acid | 87 | 77 | 69 | 67 | 77 | 60 | 45 | 46 | 54 | 49 | 46 | 65 | 56 | 49 | 52 | 53 | 49 | 48 | 46 | 47 |
highest_abs_change_list_abstract_1[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery | 2,477 | 2,826 | 2,601 | 3,026 | 3,032 | 3,750 | 4,759 | 5,474 | 6,031 | 6,675 | 7,915 | 13,056 | 15,843 | 17,751 | 17,821 | 16,834 | 17,726 | 18,306 | 21,510 | 25,809 |
| power | 810 | 999 | 1,200 | 1,325 | 1,450 | 1,767 | 2,195 | 2,515 | 3,097 | 3,628 | 4,901 | 7,840 | 10,040 | 11,933 | 13,007 | 12,092 | 11,679 | 13,531 | 13,223 | 13,695 |
| electrode | 773 | 921 | 717 | 863 | 1,131 | 1,368 | 2,091 | 1,878 | 2,047 | 2,397 | 2,814 | 5,462 | 7,003 | 7,767 | 8,036 | 8,124 | 8,021 | 8,189 | 10,463 | 12,357 |
| device | 506 | 608 | 614 | 790 | 860 | 1,058 | 1,341 | 1,468 | 2,046 | 2,342 | 3,302 | 4,205 | 5,932 | 6,942 | 7,243 | 6,730 | 7,068 | 7,789 | 8,638 | 9,911 |
| charging | 545 | 636 | 697 | 728 | 792 | 850 | 1,051 | 1,060 | 1,552 | 1,863 | 2,395 | 3,350 | 4,760 | 5,798 | 5,387 | 5,038 | 5,671 | 6,737 | 7,086 | 8,942 |
| unit | 223 | 362 | 365 | 389 | 428 | 633 | 923 | 1,023 | 1,041 | 1,411 | 2,059 | 3,459 | 4,869 | 5,650 | 4,998 | 5,151 | 4,860 | 5,408 | 6,044 | 6,487 |
| cell | 523 | 661 | 508 | 544 | 528 | 575 | 1,018 | 1,016 | 1,187 | 1,441 | 1,931 | 2,990 | 4,492 | 5,018 | 4,762 | 4,239 | 4,350 | 4,105 | 5,026 | 5,841 |
| material | 598 | 586 | 726 | 695 | 686 | 940 | 1,205 | 1,335 | 1,443 | 1,564 | 2,015 | 3,198 | 4,483 | 4,828 | 5,268 | 5,247 | 4,683 | 5,034 | 5,637 | 7,030 |
| vehicle | 134 | 207 | 225 | 201 | 257 | 284 | 335 | 466 | 586 | 787 | 1,330 | 1,857 | 2,633 | 2,995 | 2,749 | 2,432 | 2,217 | 2,853 | 3,629 | 5,226 |
| lithium | 444 | 545 | 495 | 518 | 633 | 675 | 897 | 892 | 1,027 | 1,195 | 1,510 | 2,490 | 3,277 | 3,173 | 3,447 | 3,776 | 3,948 | 3,540 | 4,276 | 5,666 |
| layer | 250 | 296 | 335 | 338 | 347 | 573 | 667 | 830 | 866 | 967 | 1,078 | 1,846 | 2,497 | 2,939 | 3,033 | 2,918 | 3,283 | 3,470 | 4,821 | 6,159 |
| control | 356 | 457 | 374 | 422 | 530 | 668 | 719 | 1,015 | 1,037 | 1,425 | 1,594 | 2,549 | 3,419 | 4,093 | 3,757 | 3,605 | 3,734 | 4,507 | 4,822 | 5,162 |
| electric | 229 | 317 | 286 | 326 | 323 | 491 | 529 | 564 | 891 | 1,021 | 1,403 | 2,279 | 3,023 | 3,375 | 2,863 | 2,619 | 2,271 | 2,709 | 3,185 | 3,746 |
| storage | 222 | 270 | 287 | 364 | 288 | 392 | 444 | 588 | 891 | 866 | 1,373 | 2,119 | 3,023 | 3,373 | 3,553 | 3,177 | 3,622 | 3,981 | 3,869 | 4,571 |
| part | 159 | 202 | 295 | 375 | 347 | 565 | 755 | 704 | 790 | 908 | 1,204 | 1,931 | 3,165 | 3,236 | 3,265 | 2,653 | 2,423 | 2,553 | 3,727 | 3,752 |
| voltage | 717 | 1,065 | 1,095 | 1,041 | 1,158 | 1,517 | 1,587 | 2,051 | 2,172 | 2,388 | 2,391 | 3,725 | 4,133 | 4,381 | 4,859 | 4,633 | 4,536 | 4,605 | 5,003 | 5,286 |
| current | 562 | 689 | 692 | 698 | 737 | 1,002 | 1,083 | 1,318 | 1,515 | 1,802 | 1,769 | 2,843 | 3,330 | 3,741 | 3,557 | 3,500 | 3,724 | 4,180 | 4,570 | 5,250 |
| system | 234 | 357 | 334 | 452 | 377 | 469 | 635 | 778 | 1,010 | 1,248 | 1,500 | 2,505 | 3,041 | 3,456 | 3,526 | 3,466 | 3,641 | 4,076 | 4,605 | 5,087 |
| module | 109 | 169 | 133 | 170 | 148 | 190 | 404 | 456 | 572 | 789 | 1,124 | 1,706 | 2,418 | 2,768 | 2,950 | 2,781 | 3,049 | 3,406 | 4,216 | 4,770 |
| connected | 331 | 375 | 383 | 434 | 395 | 640 | 666 | 708 | 956 | 1,208 | 1,450 | 2,245 | 2,899 | 3,314 | 3,275 | 3,021 | 3,218 | 3,611 | 4,251 | 4,761 |
| secondary | 318 | 405 | 376 | 469 | 475 | 701 | 919 | 963 | 1,049 | 1,159 | 1,382 | 2,506 | 3,146 | 3,343 | 3,396 | 3,432 | 3,512 | 3,113 | 3,588 | 4,374 |
| circuit | 562 | 574 | 639 | 649 | 748 | 1,125 | 1,172 | 1,310 | 1,576 | 1,986 | 1,724 | 2,682 | 3,055 | 3,531 | 3,479 | 3,420 | 3,423 | 3,971 | 4,631 | 4,583 |
| energy | 144 | 210 | 255 | 350 | 337 | 410 | 415 | 697 | 882 | 1,076 | 1,598 | 2,230 | 2,722 | 2,964 | 2,991 | 2,720 | 2,898 | 3,459 | 3,745 | 4,302 |
| supply | 272 | 332 | 456 | 384 | 495 | 696 | 767 | 847 | 946 | 1,021 | 1,382 | 2,227 | 2,664 | 3,045 | 3,169 | 2,789 | 2,691 | 2,971 | 3,419 | 3,631 |
| active | 269 | 298 | 334 | 318 | 382 | 456 | 665 | 755 | 838 | 848 | 1,059 | 1,820 | 2,528 | 2,677 | 2,819 | 2,802 | 2,442 | 2,673 | 2,902 | 3,770 |
| electrolyte | 223 | 364 | 303 | 290 | 351 | 404 | 533 | 560 | 655 | 496 | 607 | 1,202 | 1,734 | 1,946 | 2,261 | 2,199 | 2,381 | 2,222 | 2,988 | 3,596 |
| plate | 244 | 400 | 234 | 283 | 288 | 420 | 616 | 503 | 536 | 555 | 745 | 1,535 | 2,077 | 2,007 | 1,957 | 2,067 | 2,100 | 2,095 | 2,981 | 3,654 |
| surface | 288 | 286 | 277 | 303 | 328 | 463 | 566 | 605 | 826 | 823 | 936 | 1,546 | 2,075 | 2,151 | 2,576 | 2,548 | 2,843 | 2,903 | 3,634 | 4,318 |
| terminal | 349 | 458 | 442 | 435 | 496 | 647 | 822 | 784 | 856 | 968 | 1,230 | 1,947 | 2,443 | 3,037 | 2,822 | 2,687 | 2,886 | 3,153 | 3,310 | 3,484 |
| portion | 232 | 285 | 157 | 192 | 220 | 286 | 519 | 356 | 599 | 637 | 763 | 1,358 | 1,638 | 1,892 | 1,849 | 1,791 | 2,336 | 2,848 | 3,306 | 3,387 |
| plurality | 157 | 237 | 148 | 206 | 177 | 319 | 387 | 427 | 597 | 643 | 763 | 1,505 | 1,920 | 2,164 | 2,123 | 2,132 | 2,302 | 2,510 | 3,382 | 3,727 |
| present | 179 | 190 | 170 | 160 | 161 | 281 | 268 | 350 | 395 | 403 | 534 | 844 | 1,297 | 1,541 | 2,501 | 2,564 | 2,899 | 3,174 | 3,626 | 3,968 |
| side | 176 | 254 | 179 | 191 | 177 | 348 | 447 | 457 | 620 | 595 | 818 | 1,323 | 1,833 | 2,065 | 2,182 | 2,089 | 1,991 | 2,397 | 2,736 | 3,361 |
| charge | 391 | 446 | 369 | 404 | 480 | 573 | 562 | 776 | 940 | 1,221 | 1,262 | 1,899 | 2,434 | 2,448 | 2,562 | 2,188 | 2,092 | 2,233 | 2,065 | 2,467 |
| solution | 205 | 295 | 398 | 419 | 416 | 573 | 661 | 683 | 750 | 927 | 888 | 1,512 | 1,961 | 2,302 | 2,213 | 2,040 | 1,997 | 1,666 | 1,912 | 2,304 |
| body | 148 | 180 | 161 | 283 | 196 | 281 | 331 | 398 | 486 | 549 | 850 | 1,164 | 1,395 | 1,608 | 1,650 | 1,464 | 1,734 | 1,861 | 2,487 | 2,882 |
| pack | 161 | 199 | 117 | 237 | 235 | 291 | 419 | 535 | 501 | 601 | 625 | 1,034 | 1,409 | 1,442 | 1,396 | 1,182 | 1,436 | 1,604 | 1,766 | 2,440 |
| element | 305 | 275 | 333 | 269 | 304 | 466 | 584 | 556 | 721 | 788 | 838 | 1,333 | 1,928 | 1,831 | 2,081 | 2,025 | 1,957 | 2,169 | 2,349 | 2,645 |
| temperature | 261 | 308 | 232 | 242 | 200 | 316 | 488 | 552 | 604 | 730 | 769 | 1,058 | 1,349 | 1,518 | 1,490 | 1,480 | 1,720 | 1,613 | 2,071 | 2,730 |
| state | 174 | 216 | 240 | 231 | 290 | 299 | 411 | 469 | 577 | 645 | 770 | 1,069 | 1,495 | 1,915 | 1,892 | 1,851 | 1,821 | 1,897 | 2,354 | 2,815 |
| configured | 23 | 25 | 22 | 45 | 65 | 74 | 135 | 147 | 239 | 376 | 555 | 754 | 1,020 | 1,384 | 1,622 | 1,830 | 1,950 | 2,422 | 2,701 | 2,861 |
| wireless | 8 | 17 | 32 | 38 | 39 | 87 | 56 | 67 | 105 | 204 | 333 | 393 | 804 | 1,272 | 1,734 | 1,678 | 1,929 | 2,212 | 1,848 | 1,879 |
| value | 231 | 270 | 243 | 203 | 295 | 342 | 404 | 570 | 638 | 728 | 752 | 1,196 | 1,455 | 1,603 | 1,872 | 2,015 | 1,752 | 1,808 | 1,808 | 2,225 |
| heat | 62 | 73 | 82 | 82 | 112 | 132 | 196 | 226 | 273 | 289 | 429 | 687 | 909 | 1,143 | 964 | 1,039 | 1,073 | 1,177 | 1,594 | 2,356 |
| electrical | 174 | 193 | 270 | 274 | 298 | 374 | 417 | 526 | 613 | 744 | 915 | 1,320 | 1,844 | 1,797 | 1,779 | 1,734 | 1,998 | 2,005 | 2,409 | 2,605 |
| connection | 116 | 129 | 169 | 161 | 142 | 235 | 276 | 295 | 397 | 462 | 510 | 894 | 1,260 | 1,295 | 1,427 | 1,250 | 1,324 | 1,562 | 1,988 | 2,257 |
| metal | 306 | 319 | 287 | 271 | 345 | 423 | 391 | 499 | 564 | 572 | 706 | 1,096 | 1,503 | 1,554 | 1,736 | 1,678 | 1,798 | 1,805 | 1,991 | 2,556 |
| direction | 58 | 80 | 53 | 88 | 93 | 140 | 228 | 206 | 300 | 286 | 311 | 591 | 955 | 1,037 | 1,173 | 1,022 | 1,191 | 1,325 | 1,656 | 2,145 |
| collector | 106 | 101 | 89 | 116 | 124 | 218 | 218 | 319 | 374 | 459 | 440 | 807 | 1,060 | 1,167 | 1,012 | 818 | 903 | 943 | 1,549 | 1,840 |
| housing | 149 | 141 | 118 | 125 | 166 | 273 | 342 | 388 | 410 | 473 | 474 | 784 | 928 | 1,292 | 1,352 | 1,212 | 1,356 | 1,557 | 2,115 | 2,303 |
highest_abs_change_list_abstract_1_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery | 2,541 | 2,428 | 2,298 | 2,541 | 2,354 | 2,395 | 2,434 | 2,550 | 2,432 | 2,377 | 2,344 | 2,534 | 2,345 | 2,379 | 2,246 | 2,177 | 2,264 | 2,169 | 2,223 | 2,343 |
| power | 831 | 858 | 1,060 | 1,113 | 1,126 | 1,128 | 1,123 | 1,171 | 1,249 | 1,292 | 1,452 | 1,522 | 1,486 | 1,599 | 1,639 | 1,564 | 1,492 | 1,604 | 1,366 | 1,243 |
| electrode | 793 | 791 | 633 | 725 | 878 | 874 | 1,070 | 875 | 825 | 854 | 834 | 1,060 | 1,036 | 1,041 | 1,013 | 1,051 | 1,024 | 970 | 1,081 | 1,122 |
| voltage | 735 | 915 | 967 | 874 | 899 | 969 | 812 | 955 | 876 | 850 | 708 | 723 | 612 | 587 | 612 | 599 | 579 | 546 | 517 | 480 |
| charging | 559 | 546 | 616 | 611 | 615 | 543 | 538 | 494 | 626 | 663 | 709 | 650 | 704 | 777 | 679 | 651 | 724 | 798 | 732 | 812 |
| circuit | 576 | 493 | 564 | 545 | 581 | 718 | 599 | 610 | 635 | 707 | 511 | 521 | 452 | 473 | 438 | 442 | 437 | 471 | 479 | 416 |
| unit | 229 | 311 | 322 | 327 | 332 | 404 | 472 | 476 | 420 | 502 | 610 | 671 | 721 | 757 | 630 | 666 | 621 | 641 | 625 | 589 |
| cell | 536 | 568 | 449 | 457 | 410 | 367 | 521 | 473 | 479 | 513 | 572 | 580 | 665 | 672 | 600 | 548 | 556 | 486 | 519 | 530 |
| device | 519 | 522 | 542 | 663 | 668 | 676 | 686 | 684 | 825 | 834 | 978 | 816 | 878 | 930 | 913 | 870 | 903 | 923 | 893 | 900 |
| part | 163 | 174 | 261 | 315 | 269 | 361 | 386 | 328 | 319 | 323 | 357 | 375 | 468 | 434 | 411 | 343 | 309 | 303 | 385 | 341 |
| control | 365 | 393 | 330 | 354 | 411 | 427 | 368 | 473 | 418 | 507 | 472 | 495 | 506 | 548 | 473 | 466 | 477 | 534 | 498 | 469 |
| material | 613 | 503 | 641 | 584 | 533 | 600 | 616 | 622 | 582 | 557 | 597 | 621 | 663 | 647 | 664 | 679 | 598 | 597 | 583 | 638 |
| plate | 250 | 344 | 207 | 238 | 224 | 268 | 315 | 234 | 216 | 198 | 221 | 298 | 307 | 269 | 247 | 267 | 268 | 248 | 308 | 332 |
| vehicle | 137 | 178 | 199 | 169 | 200 | 181 | 171 | 217 | 236 | 280 | 394 | 360 | 390 | 401 | 346 | 314 | 283 | 338 | 375 | 474 |
| storage | 228 | 232 | 254 | 306 | 224 | 250 | 227 | 274 | 359 | 308 | 407 | 411 | 447 | 452 | 448 | 411 | 463 | 472 | 400 | 415 |
| energy | 148 | 180 | 225 | 294 | 262 | 262 | 212 | 325 | 356 | 383 | 473 | 433 | 403 | 397 | 377 | 352 | 370 | 410 | 387 | 391 |
| portion | 238 | 245 | 139 | 161 | 171 | 183 | 265 | 166 | 242 | 227 | 226 | 264 | 242 | 254 | 233 | 232 | 298 | 338 | 342 | 307 |
| current | 576 | 592 | 611 | 586 | 572 | 640 | 554 | 614 | 611 | 642 | 524 | 552 | 493 | 501 | 448 | 453 | 476 | 495 | 472 | 477 |
| supply | 279 | 285 | 403 | 322 | 384 | 444 | 392 | 395 | 381 | 364 | 409 | 432 | 394 | 408 | 399 | 361 | 344 | 352 | 353 | 330 |
| lithium | 455 | 468 | 437 | 435 | 491 | 431 | 459 | 415 | 414 | 426 | 447 | 483 | 485 | 425 | 434 | 488 | 504 | 420 | 442 | 514 |
| electric | 235 | 272 | 253 | 274 | 251 | 314 | 271 | 263 | 359 | 364 | 416 | 442 | 447 | 452 | 361 | 339 | 290 | 321 | 329 | 340 |
| layer | 256 | 254 | 296 | 284 | 269 | 366 | 341 | 387 | 349 | 344 | 319 | 358 | 370 | 394 | 382 | 377 | 419 | 411 | 498 | 559 |
| charge | 401 | 383 | 326 | 339 | 373 | 366 | 287 | 361 | 379 | 435 | 374 | 369 | 360 | 328 | 323 | 283 | 267 | 265 | 213 | 224 |
| system | 240 | 307 | 295 | 380 | 293 | 299 | 325 | 362 | 407 | 444 | 444 | 486 | 450 | 463 | 444 | 448 | 465 | 483 | 476 | 462 |
| secondary | 326 | 348 | 332 | 394 | 369 | 448 | 470 | 449 | 423 | 413 | 409 | 486 | 466 | 448 | 428 | 444 | 449 | 369 | 371 | 397 |
| electrolyte | 229 | 313 | 268 | 243 | 273 | 258 | 273 | 261 | 264 | 177 | 180 | 233 | 257 | 261 | 285 | 284 | 304 | 263 | 309 | 326 |
| solution | 210 | 253 | 352 | 352 | 323 | 366 | 338 | 318 | 302 | 330 | 263 | 293 | 290 | 308 | 279 | 264 | 255 | 197 | 198 | 209 |
| connected | 339 | 322 | 338 | 364 | 307 | 409 | 341 | 330 | 385 | 430 | 430 | 436 | 429 | 444 | 413 | 391 | 411 | 428 | 439 | 432 |
| jpo | 17 | 13 | 24 | 176 | 207 | 251 | 224 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| copyright | 17 | 13 | 24 | 176 | 207 | 251 | 224 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| case | 210 | 194 | 143 | 113 | 92 | 190 | 218 | 136 | 170 | 151 | 141 | 181 | 198 | 201 | 192 | 176 | 170 | 155 | 135 | 143 |
| capacitor | 98 | 149 | 165 | 144 | 155 | 216 | 133 | 189 | 114 | 142 | 116 | 94 | 94 | 96 | 76 | 80 | 76 | 89 | 66 | 64 |
| element | 313 | 236 | 294 | 226 | 236 | 298 | 299 | 259 | 291 | 281 | 248 | 259 | 285 | 245 | 262 | 262 | 250 | 257 | 243 | 240 |
| plurality | 161 | 204 | 131 | 173 | 137 | 204 | 198 | 199 | 241 | 229 | 226 | 292 | 284 | 290 | 268 | 276 | 294 | 297 | 349 | 338 |
| pack | 165 | 171 | 103 | 199 | 182 | 186 | 214 | 249 | 202 | 214 | 185 | 201 | 209 | 193 | 176 | 153 | 183 | 190 | 182 | 221 |
| particle | 167 | 138 | 173 | 118 | 176 | 175 | 166 | 227 | 174 | 162 | 182 | 138 | 159 | 166 | 158 | 191 | 201 | 187 | 192 | 203 |
| cover | 81 | 114 | 84 | 100 | 99 | 73 | 123 | 109 | 100 | 136 | 213 | 122 | 119 | 107 | 106 | 89 | 97 | 111 | 134 | 118 |
| body | 152 | 155 | 142 | 238 | 152 | 179 | 169 | 185 | 196 | 196 | 252 | 226 | 206 | 215 | 208 | 189 | 221 | 221 | 257 | 262 |
| time | 203 | 181 | 185 | 158 | 168 | 186 | 145 | 204 | 164 | 196 | 135 | 162 | 173 | 168 | 151 | 153 | 148 | 184 | 133 | 130 |
| module | 112 | 145 | 117 | 143 | 115 | 121 | 207 | 212 | 231 | 281 | 333 | 331 | 358 | 371 | 372 | 360 | 389 | 404 | 436 | 433 |
| ncipi | 5 | 3 | 4 | 11 | 120 | 232 | 138 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| member | 99 | 145 | 126 | 132 | 149 | 140 | 161 | 116 | 158 | 222 | 190 | 139 | 180 | 183 | 166 | 156 | 170 | 186 | 186 | 179 |
| coil | 42 | 42 | 41 | 60 | 48 | 70 | 37 | 57 | 77 | 107 | 148 | 115 | 149 | 215 | 204 | 227 | 225 | 214 | 177 | 137 |
| wireless | 8 | 15 | 28 | 32 | 30 | 56 | 29 | 31 | 42 | 73 | 99 | 76 | 119 | 170 | 218 | 217 | 246 | 262 | 191 | 171 |
| present | 184 | 163 | 150 | 134 | 125 | 179 | 137 | 163 | 159 | 144 | 158 | 164 | 192 | 206 | 315 | 332 | 370 | 376 | 375 | 360 |
| side | 181 | 218 | 158 | 160 | 137 | 222 | 229 | 213 | 250 | 212 | 242 | 257 | 271 | 277 | 275 | 270 | 254 | 284 | 283 | 305 |
| active | 276 | 256 | 295 | 267 | 297 | 291 | 340 | 352 | 338 | 302 | 314 | 353 | 374 | 359 | 355 | 362 | 312 | 317 | 300 | 342 |
| temperature | 268 | 265 | 205 | 203 | 155 | 202 | 250 | 257 | 244 | 260 | 228 | 205 | 200 | 203 | 188 | 191 | 220 | 191 | 214 | 248 |
| inpit | 11 | 9 | 14 | 18 | 16 | 19 | 86 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| assembly | 109 | 68 | 51 | 86 | 78 | 151 | 203 | 181 | 148 | 164 | 156 | 193 | 166 | 159 | 174 | 203 | 200 | 207 | 212 | 215 |
growing_list_abstract_2, shrinking_list_abstract_2, highest_abs_change_list_abstract_2, growing_list_abstract_2_scaled, shrinking_list_abstract_2_scaled, highest_abs_change_list_abstract_2_scaled = growing_keywords(
2,
'appln_abstract'
)
N-grams created N-grams counted Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created
growing_list_abstract_2[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| secondary battery | 229 | 281 | 282 | 350 | 384 | 595 | 776 | 833 | 858 | 946 | 1,135 | 2,154 | 2,652 | 2,790 | 2,842 | 2,861 | 2,794 | 2,592 | 3,001 | 3,722 |
| active material | 236 | 249 | 267 | 279 | 286 | 366 | 584 | 641 | 713 | 764 | 911 | 1,651 | 2,234 | 2,408 | 2,422 | 2,430 | 2,132 | 2,331 | 2,554 | 3,334 |
| battery cell | 80 | 77 | 45 | 67 | 102 | 112 | 182 | 260 | 249 | 329 | 574 | 1,116 | 1,452 | 2,007 | 1,890 | 1,818 | 1,784 | 1,729 | 2,111 | 2,851 |
| power supply | 163 | 201 | 292 | 247 | 310 | 503 | 546 | 577 | 709 | 673 | 987 | 1,483 | 1,817 | 2,078 | 2,287 | 1,984 | 1,885 | 2,132 | 2,430 | 2,611 |
| battery pack | 149 | 173 | 109 | 210 | 225 | 251 | 383 | 467 | 459 | 558 | 567 | 951 | 1,263 | 1,312 | 1,290 | 1,067 | 1,337 | 1,495 | 1,638 | 2,255 |
| electrode active | 91 | 86 | 84 | 122 | 157 | 175 | 248 | 284 | 296 | 372 | 448 | 1,020 | 1,312 | 1,341 | 1,415 | 1,446 | 1,347 | 1,352 | 1,471 | 2,102 |
| battery module | 27 | 52 | 38 | 37 | 27 | 30 | 188 | 132 | 177 | 201 | 287 | 528 | 816 | 1,034 | 1,065 | 842 | 1,001 | 1,129 | 1,567 | 1,814 |
| energy storage | 28 | 61 | 61 | 65 | 66 | 72 | 105 | 171 | 292 | 274 | 389 | 615 | 737 | 947 | 921 | 847 | 1,012 | 1,360 | 1,463 | 1,653 |
| current collector | 61 | 54 | 57 | 62 | 70 | 126 | 124 | 213 | 238 | 293 | 314 | 544 | 638 | 702 | 655 | 541 | 646 | 717 | 1,158 | 1,477 |
| lithium ion | 85 | 98 | 111 | 114 | 105 | 172 | 183 | 222 | 288 | 327 | 484 | 813 | 1,174 | 1,109 | 1,207 | 1,321 | 1,347 | 1,208 | 1,347 | 1,423 |
| storage device | 48 | 53 | 47 | 68 | 63 | 60 | 70 | 131 | 270 | 224 | 461 | 564 | 815 | 949 | 1,024 | 826 | 866 | 1,261 | 1,054 | 1,357 |
| material layer | 18 | 14 | 39 | 39 | 43 | 102 | 124 | 156 | 151 | 204 | 196 | 400 | 463 | 638 | 584 | 488 | 396 | 587 | 741 | 1,058 |
| power storage | 17 | 13 | 24 | 30 | 9 | 21 | 15 | 90 | 176 | 107 | 297 | 287 | 724 | 686 | 860 | 717 | 866 | 1,083 | 851 | 994 |
| electric vehicle | 27 | 20 | 6 | 12 | 11 | 13 | 26 | 20 | 62 | 93 | 277 | 415 | 656 | 778 | 495 | 493 | 408 | 639 | 551 | 955 |
| battery electrode | 66 | 63 | 51 | 71 | 101 | 117 | 170 | 186 | 176 | 201 | 240 | 462 | 626 | 641 | 616 | 671 | 704 | 745 | 751 | 959 |
| electrically connected | 29 | 30 | 20 | 27 | 49 | 89 | 81 | 110 | 142 | 187 | 233 | 318 | 485 | 589 | 564 | 569 | 595 | 661 | 879 | 917 |
| control unit | 43 | 44 | 38 | 53 | 54 | 82 | 94 | 115 | 115 | 206 | 254 | 395 | 641 | 847 | 626 | 661 | 639 | 690 | 768 | 913 |
| solid electrolyte | 13 | 31 | 15 | 7 | 18 | 12 | 23 | 12 | 33 | 26 | 56 | 150 | 141 | 249 | 207 | 236 | 306 | 419 | 574 | 843 |
| lithium secondary | 57 | 119 | 82 | 75 | 124 | 134 | 204 | 145 | 135 | 185 | 227 | 348 | 465 | 500 | 496 | 428 | 508 | 382 | 548 | 845 |
| ion battery | 16 | 26 | 41 | 31 | 17 | 49 | 58 | 83 | 99 | 121 | 201 | 331 | 482 | 442 | 476 | 556 | 667 | 632 | 775 | 752 |
| non-aqueous electrolyte | 59 | 93 | 78 | 80 | 133 | 156 | 233 | 237 | 309 | 230 | 234 | 461 | 665 | 662 | 761 | 707 | 725 | 538 | 601 | 772 |
| electrode plate | 60 | 127 | 43 | 59 | 107 | 112 | 186 | 128 | 128 | 149 | 152 | 454 | 472 | 437 | 391 | 347 | 454 | 452 | 592 | 749 |
| electrode assembly | 27 | 13 | 1 | 20 | 25 | 83 | 175 | 170 | 139 | 180 | 129 | 527 | 569 | 618 | 592 | 730 | 747 | 722 | 833 | 714 |
| electronic device | 50 | 43 | 37 | 78 | 79 | 104 | 146 | 152 | 202 | 246 | 347 | 421 | 445 | 454 | 592 | 640 | 766 | 718 | 730 | 730 |
| plurality battery | 16 | 39 | 10 | 25 | 27 | 50 | 42 | 66 | 63 | 83 | 90 | 329 | 356 | 451 | 411 | 382 | 419 | 430 | 568 | 693 |
| wireless power | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 4 | 19 | 61 | 116 | 154 | 387 | 584 | 826 | 832 | 899 | 949 | 751 | 646 |
| power source | 108 | 123 | 108 | 138 | 206 | 173 | 250 | 267 | 279 | 346 | 329 | 458 | 539 | 685 | 627 | 725 | 605 | 729 | 711 | 743 |
| electric power | 61 | 93 | 74 | 100 | 77 | 130 | 112 | 127 | 306 | 291 | 318 | 680 | 847 | 828 | 673 | 754 | 546 | 633 | 679 | 696 |
| charging device | 25 | 15 | 43 | 30 | 31 | 31 | 54 | 55 | 95 | 89 | 167 | 189 | 347 | 401 | 406 | 375 | 427 | 439 | 510 | 623 |
| wireless charging | 0 | 0 | 0 | 0 | 3 | 1 | 4 | 0 | 6 | 10 | 51 | 65 | 141 | 262 | 346 | 341 | 544 | 725 | 547 | 590 |
| storage battery | 63 | 77 | 67 | 115 | 84 | 127 | 133 | 137 | 112 | 148 | 173 | 383 | 583 | 689 | 656 | 656 | 818 | 619 | 554 | 635 |
| control device | 24 | 27 | 18 | 32 | 34 | 31 | 51 | 80 | 99 | 85 | 132 | 224 | 335 | 397 | 399 | 452 | 387 | 385 | 487 | 582 |
| electrode material | 59 | 58 | 52 | 71 | 92 | 106 | 100 | 93 | 98 | 121 | 172 | 280 | 385 | 353 | 430 | 534 | 421 | 382 | 441 | 613 |
| electrode current | 7 | 8 | 16 | 13 | 16 | 23 | 29 | 50 | 58 | 107 | 98 | 148 | 209 | 178 | 164 | 192 | 231 | 237 | 433 | 558 |
| bus bar | 0 | 7 | 4 | 13 | 4 | 1 | 24 | 15 | 12 | 42 | 46 | 99 | 185 | 261 | 356 | 244 | 238 | 305 | 542 | 548 |
| charging station | 3 | 1 | 2 | 0 | 3 | 6 | 10 | 13 | 22 | 44 | 128 | 138 | 211 | 268 | 159 | 197 | 267 | 281 | 284 | 541 |
| present disclosure | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 3 | 4 | 4 | 31 | 29 | 23 | 78 | 144 | 236 | 273 | 391 | 444 | 517 |
| power transmission | 1 | 5 | 1 | 4 | 6 | 3 | 3 | 16 | 60 | 162 | 154 | 162 | 413 | 597 | 708 | 767 | 612 | 722 | 614 | 504 |
| electrical energy | 11 | 23 | 33 | 46 | 48 | 53 | 43 | 97 | 98 | 123 | 209 | 210 | 359 | 366 | 319 | 292 | 357 | 357 | 429 | 513 |
| layer electrode | 4 | 6 | 15 | 11 | 14 | 22 | 34 | 46 | 58 | 83 | 72 | 161 | 206 | 240 | 247 | 251 | 258 | 267 | 404 | 503 |
| motor vehicle | 22 | 14 | 20 | 18 | 43 | 22 | 39 | 60 | 39 | 49 | 89 | 160 | 241 | 233 | 202 | 136 | 184 | 153 | 271 | 507 |
| lithium metal | 11 | 14 | 20 | 31 | 25 | 29 | 23 | 39 | 36 | 26 | 19 | 50 | 90 | 103 | 107 | 99 | 203 | 161 | 288 | 485 |
| electrode terminal | 12 | 15 | 23 | 28 | 34 | 30 | 97 | 88 | 74 | 117 | 182 | 219 | 346 | 394 | 375 | 326 | 341 | 425 | 432 | 485 |
| vehicle battery | 11 | 16 | 18 | 19 | 46 | 37 | 30 | 37 | 57 | 79 | 109 | 159 | 206 | 210 | 223 | 178 | 159 | 211 | 281 | 483 |
| embodiment present | 0 | 1 | 2 | 2 | 2 | 5 | 3 | 8 | 21 | 10 | 22 | 47 | 49 | 101 | 258 | 299 | 399 | 350 | 481 | 439 |
| solid state | 3 | 4 | 0 | 17 | 5 | 7 | 17 | 13 | 24 | 12 | 20 | 45 | 59 | 128 | 119 | 95 | 128 | 216 | 285 | 434 |
| material lithium | 32 | 42 | 35 | 50 | 63 | 74 | 59 | 76 | 70 | 127 | 158 | 267 | 376 | 329 | 399 | 407 | 368 | 305 | 289 | 458 |
| voltage battery | 51 | 75 | 71 | 57 | 78 | 68 | 105 | 129 | 115 | 169 | 167 | 247 | 317 | 356 | 314 | 283 | 299 | 334 | 338 | 463 |
| charging discharging | 38 | 75 | 61 | 60 | 59 | 57 | 67 | 100 | 100 | 123 | 160 | 229 | 390 | 451 | 496 | 368 | 362 | 439 | 367 | 436 |
| electrolyte secondary | 26 | 39 | 47 | 48 | 71 | 76 | 113 | 119 | 184 | 137 | 123 | 225 | 315 | 304 | 461 | 442 | 434 | 299 | 271 | 421 |
growing_list_abstract_2_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery cell | 82 | 66 | 40 | 56 | 79 | 72 | 93 | 121 | 100 | 117 | 170 | 217 | 215 | 269 | 238 | 235 | 228 | 205 | 218 | 259 |
| battery module | 28 | 45 | 34 | 31 | 21 | 19 | 96 | 61 | 71 | 72 | 85 | 102 | 121 | 139 | 134 | 109 | 128 | 134 | 162 | 165 |
| energy storage | 29 | 52 | 54 | 55 | 51 | 46 | 54 | 80 | 118 | 98 | 115 | 119 | 109 | 127 | 116 | 110 | 129 | 161 | 151 | 150 |
| secondary battery | 235 | 241 | 249 | 294 | 298 | 380 | 397 | 388 | 346 | 337 | 336 | 418 | 392 | 374 | 358 | 370 | 357 | 307 | 310 | 338 |
| electrode active | 93 | 74 | 74 | 102 | 122 | 112 | 127 | 132 | 119 | 132 | 133 | 198 | 194 | 180 | 178 | 187 | 172 | 160 | 152 | 191 |
| material layer | 18 | 12 | 34 | 33 | 33 | 65 | 63 | 73 | 61 | 73 | 58 | 78 | 69 | 85 | 74 | 63 | 51 | 70 | 77 | 96 |
| storage device | 49 | 46 | 42 | 57 | 49 | 38 | 36 | 61 | 109 | 80 | 137 | 109 | 121 | 127 | 129 | 107 | 111 | 149 | 109 | 123 |
| power storage | 17 | 11 | 21 | 25 | 7 | 13 | 8 | 42 | 71 | 38 | 88 | 56 | 107 | 92 | 108 | 93 | 111 | 128 | 88 | 90 |
| current collector | 63 | 46 | 50 | 52 | 54 | 80 | 63 | 99 | 96 | 104 | 93 | 106 | 94 | 94 | 83 | 70 | 83 | 85 | 120 | 134 |
| power supply | 167 | 173 | 258 | 207 | 241 | 321 | 279 | 269 | 286 | 240 | 292 | 288 | 269 | 278 | 288 | 257 | 241 | 253 | 251 | 237 |
| solid electrolyte | 13 | 27 | 13 | 6 | 14 | 8 | 12 | 6 | 13 | 9 | 17 | 29 | 21 | 33 | 26 | 31 | 39 | 50 | 59 | 77 |
| active material | 242 | 214 | 236 | 234 | 222 | 234 | 299 | 299 | 288 | 272 | 270 | 320 | 331 | 323 | 305 | 314 | 272 | 276 | 264 | 303 |
| electric vehicle | 28 | 17 | 5 | 10 | 9 | 8 | 13 | 9 | 25 | 33 | 82 | 81 | 97 | 104 | 62 | 64 | 52 | 76 | 57 | 87 |
| wireless power | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 2 | 8 | 22 | 34 | 30 | 57 | 78 | 104 | 108 | 115 | 112 | 78 | 59 |
| wireless charging | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 0 | 2 | 4 | 15 | 13 | 21 | 35 | 44 | 44 | 69 | 86 | 57 | 54 |
| electrically connected | 30 | 26 | 18 | 23 | 38 | 57 | 41 | 51 | 57 | 67 | 69 | 62 | 72 | 79 | 71 | 74 | 76 | 78 | 91 | 83 |
| battery pack | 153 | 149 | 96 | 176 | 175 | 160 | 196 | 218 | 185 | 199 | 168 | 185 | 187 | 176 | 163 | 138 | 171 | 177 | 169 | 205 |
| ion battery | 16 | 22 | 36 | 26 | 13 | 31 | 30 | 39 | 40 | 43 | 60 | 64 | 71 | 59 | 60 | 72 | 85 | 75 | 80 | 68 |
| bus bar | 0 | 6 | 4 | 11 | 3 | 1 | 12 | 7 | 5 | 15 | 14 | 19 | 27 | 35 | 45 | 32 | 30 | 36 | 56 | 50 |
| present disclosure | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 2 | 1 | 9 | 6 | 3 | 10 | 18 | 31 | 35 | 46 | 46 | 47 |
| plurality battery | 16 | 34 | 9 | 21 | 21 | 32 | 21 | 31 | 25 | 30 | 27 | 64 | 53 | 60 | 52 | 49 | 54 | 51 | 59 | 63 |
| charging station | 3 | 1 | 2 | 0 | 2 | 4 | 5 | 6 | 9 | 16 | 38 | 27 | 31 | 36 | 20 | 25 | 34 | 33 | 29 | 49 |
| power transmission | 1 | 4 | 1 | 3 | 5 | 2 | 2 | 7 | 24 | 58 | 46 | 31 | 61 | 80 | 89 | 99 | 78 | 86 | 63 | 46 |
| electrode current | 7 | 7 | 14 | 11 | 12 | 15 | 15 | 23 | 23 | 38 | 29 | 29 | 31 | 24 | 21 | 25 | 30 | 28 | 45 | 51 |
| lithium ion | 87 | 84 | 98 | 96 | 82 | 110 | 94 | 103 | 116 | 116 | 143 | 158 | 174 | 149 | 152 | 171 | 172 | 143 | 139 | 129 |
| layer electrode | 4 | 5 | 13 | 9 | 11 | 14 | 17 | 21 | 23 | 30 | 21 | 31 | 30 | 32 | 31 | 32 | 33 | 32 | 42 | 46 |
| embodiment present | 0 | 1 | 2 | 2 | 2 | 3 | 2 | 4 | 8 | 4 | 7 | 9 | 7 | 14 | 33 | 39 | 51 | 41 | 50 | 40 |
| control unit | 44 | 38 | 34 | 45 | 42 | 52 | 48 | 54 | 46 | 73 | 75 | 77 | 95 | 113 | 79 | 85 | 82 | 82 | 79 | 83 |
| electrode assembly | 28 | 11 | 1 | 17 | 19 | 53 | 90 | 79 | 56 | 64 | 38 | 102 | 84 | 83 | 75 | 94 | 95 | 86 | 86 | 65 |
| solid state | 3 | 3 | 0 | 14 | 4 | 4 | 9 | 6 | 10 | 4 | 6 | 9 | 9 | 17 | 15 | 12 | 16 | 26 | 29 | 39 |
| electrical energy | 11 | 20 | 29 | 39 | 37 | 34 | 22 | 45 | 40 | 44 | 62 | 41 | 53 | 49 | 40 | 38 | 46 | 42 | 44 | 47 |
| electrode layer | 1 | 9 | 5 | 3 | 9 | 15 | 14 | 17 | 19 | 23 | 8 | 23 | 23 | 27 | 23 | 20 | 15 | 18 | 33 | 35 |
| lithium metal | 11 | 12 | 18 | 26 | 19 | 19 | 12 | 18 | 15 | 9 | 6 | 10 | 13 | 14 | 13 | 13 | 26 | 19 | 30 | 44 |
| vehicle battery | 11 | 14 | 16 | 16 | 36 | 24 | 15 | 17 | 23 | 28 | 32 | 31 | 30 | 28 | 28 | 23 | 20 | 25 | 29 | 44 |
| electrode terminal | 12 | 13 | 20 | 24 | 26 | 19 | 50 | 41 | 30 | 42 | 54 | 43 | 51 | 53 | 47 | 42 | 44 | 50 | 45 | 44 |
| unit configured | 0 | 1 | 0 | 1 | 1 | 3 | 2 | 2 | 7 | 10 | 11 | 14 | 16 | 17 | 17 | 29 | 28 | 24 | 23 | 31 |
| charging device | 26 | 13 | 38 | 25 | 24 | 20 | 28 | 26 | 38 | 32 | 49 | 37 | 51 | 54 | 51 | 48 | 55 | 52 | 53 | 57 |
| storage system | 1 | 6 | 3 | 8 | 4 | 8 | 6 | 16 | 15 | 15 | 16 | 25 | 24 | 29 | 31 | 25 | 29 | 28 | 33 | 32 |
| battery management | 1 | 4 | 7 | 5 | 8 | 6 | 8 | 20 | 21 | 12 | 14 | 20 | 26 | 29 | 20 | 31 | 25 | 26 | 29 | 31 |
| storage unit | 7 | 8 | 35 | 17 | 12 | 12 | 15 | 28 | 42 | 38 | 39 | 34 | 38 | 33 | 34 | 32 | 28 | 37 | 39 | 36 |
| state battery | 6 | 13 | 18 | 11 | 18 | 14 | 14 | 21 | 17 | 17 | 18 | 13 | 18 | 24 | 22 | 17 | 18 | 20 | 25 | 35 |
| coating layer | 4 | 7 | 4 | 11 | 9 | 12 | 16 | 24 | 10 | 8 | 13 | 12 | 20 | 21 | 26 | 28 | 34 | 17 | 24 | 33 |
| management system | 4 | 6 | 11 | 6 | 5 | 8 | 8 | 20 | 21 | 16 | 13 | 23 | 28 | 30 | 28 | 30 | 24 | 30 | 30 | 33 |
| vehicle charging | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 0 | 3 | 9 | 22 | 20 | 28 | 30 | 19 | 15 | 16 | 16 | 20 | 28 |
| temperature control | 0 | 1 | 3 | 2 | 1 | 1 | 11 | 2 | 4 | 3 | 6 | 9 | 11 | 12 | 6 | 9 | 11 | 7 | 13 | 28 |
| control device | 25 | 23 | 16 | 27 | 26 | 20 | 26 | 37 | 40 | 30 | 39 | 43 | 50 | 53 | 50 | 58 | 49 | 46 | 50 | 53 |
| module battery | 5 | 7 | 4 | 8 | 5 | 6 | 6 | 7 | 10 | 11 | 20 | 18 | 23 | 24 | 24 | 21 | 20 | 22 | 27 | 33 |
| electrode mixture | 0 | 0 | 3 | 3 | 1 | 1 | 23 | 9 | 17 | 17 | 16 | 19 | 19 | 20 | 14 | 20 | 26 | 18 | 27 | 28 |
| direct current | 7 | 16 | 15 | 18 | 16 | 32 | 16 | 22 | 29 | 27 | 31 | 29 | 23 | 30 | 32 | 29 | 33 | 33 | 35 | 34 |
| electrode tab | 0 | 1 | 4 | 8 | 16 | 3 | 23 | 19 | 17 | 16 | 12 | 17 | 14 | 16 | 17 | 17 | 26 | 27 | 34 | 27 |
shrinking_list_abstract_2[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| absorbing alloy | 34 | 34 | 9 | 6 | 2 | 2 | 3 | 22 | 4 | 6 | 3 | 1 | 5 | 0 | 2 | 8 | 13 | 4 | 15 | 0 |
| hydrogen absorbing | 34 | 34 | 10 | 6 | 2 | 2 | 3 | 27 | 4 | 6 | 4 | 1 | 5 | 0 | 2 | 10 | 13 | 4 | 15 | 1 |
| copyright jpo | 17 | 15 | 27 | 210 | 267 | 393 | 438 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polarity type | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 |
| rest period | 18 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 5 | 1 | 0 | 3 | 2 | 3 | 4 | 3 | 2 |
| independent claim | 16 | 15 | 12 | 18 | 21 | 14 | 15 | 14 | 12 | 25 | 29 | 42 | 44 | 50 | 55 | 0 | 0 | 0 | 0 | 0 |
| solid solution | 18 | 9 | 8 | 6 | 8 | 1 | 4 | 7 | 2 | 10 | 1 | 16 | 20 | 31 | 30 | 56 | 16 | 7 | 6 | 4 |
| detector detecting | 19 | 7 | 5 | 3 | 6 | 6 | 5 | 4 | 3 | 13 | 5 | 12 | 14 | 10 | 10 | 16 | 12 | 5 | 10 | 7 |
| lithium manganate | 13 | 9 | 3 | 0 | 6 | 5 | 5 | 11 | 5 | 8 | 18 | 3 | 4 | 1 | 6 | 4 | 0 | 12 | 6 | 1 |
| pc card | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| nickel hydroxide | 22 | 53 | 37 | 29 | 8 | 11 | 15 | 11 | 3 | 13 | 2 | 5 | 24 | 9 | 46 | 6 | 9 | 16 | 16 | 10 |
| modular casing | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 |
| portable information | 18 | 4 | 1 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 19 | 3 | 9 | 2 | 8 | 3 | 7 |
| jpo inpit | 11 | 11 | 16 | 21 | 20 | 29 | 169 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cellular telephone | 12 | 11 | 2 | 0 | 2 | 5 | 4 | 1 | 1 | 2 | 5 | 6 | 5 | 1 | 4 | 2 | 5 | 1 | 0 | 1 |
| diameter mum | 11 | 5 | 6 | 1 | 8 | 3 | 0 | 8 | 7 | 0 | 1 | 5 | 2 | 3 | 2 | 0 | 2 | 0 | 2 | 0 |
| electronic machine | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| tool housing | 15 | 4 | 1 | 7 | 1 | 1 | 8 | 8 | 2 | 2 | 3 | 8 | 4 | 2 | 1 | 6 | 6 | 2 | 9 | 4 |
| electrode alkaline | 13 | 18 | 17 | 7 | 2 | 7 | 13 | 5 | 1 | 6 | 11 | 3 | 5 | 4 | 2 | 7 | 2 | 1 | 8 | 3 |
| charge pulse | 11 | 8 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 5 | 2 | 1 | 0 | 4 | 1 |
| cap cover | 11 | 0 | 2 | 0 | 1 | 0 | 1 | 2 | 0 | 5 | 1 | 4 | 0 | 1 | 3 | 1 | 11 | 6 | 3 | 1 |
| portable telephone | 10 | 29 | 24 | 7 | 8 | 5 | 6 | 6 | 10 | 0 | 3 | 0 | 6 | 1 | 3 | 0 | 7 | 0 | 0 | 0 |
| ac generator | 10 | 22 | 9 | 9 | 5 | 2 | 3 | 10 | 14 | 2 | 1 | 17 | 0 | 18 | 10 | 10 | 6 | 5 | 6 | 1 |
| personal computer | 13 | 22 | 4 | 8 | 5 | 4 | 0 | 5 | 0 | 0 | 1 | 0 | 0 | 4 | 11 | 7 | 1 | 1 | 0 | 4 |
| remaining charge | 12 | 7 | 7 | 1 | 0 | 0 | 0 | 7 | 1 | 3 | 3 | 12 | 17 | 2 | 9 | 4 | 8 | 5 | 6 | 3 |
| mobile telephone | 13 | 11 | 17 | 16 | 12 | 12 | 25 | 5 | 2 | 11 | 16 | 7 | 5 | 12 | 23 | 12 | 5 | 1 | 7 | 4 |
| storage alloy | 18 | 38 | 21 | 5 | 19 | 38 | 23 | 29 | 5 | 33 | 22 | 24 | 11 | 8 | 10 | 20 | 3 | 4 | 11 | 9 |
| period followed | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| regulator circuit | 9 | 2 | 2 | 1 | 2 | 4 | 3 | 1 | 3 | 1 | 5 | 3 | 8 | 9 | 5 | 2 | 8 | 3 | 4 | 0 |
| group element | 29 | 3 | 6 | 3 | 16 | 4 | 9 | 14 | 9 | 11 | 23 | 18 | 18 | 11 | 12 | 17 | 21 | 26 | 11 | 20 |
| radio communication | 10 | 1 | 0 | 2 | 1 | 1 | 4 | 2 | 6 | 6 | 2 | 2 | 5 | 23 | 19 | 20 | 15 | 16 | 7 | 2 |
| residue rate | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| function section | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 2 |
| polyolefin fiber | 8 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| storage casing | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| sim card | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 4 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 1 |
| metallic porous | 8 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| nuclear particle | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| storing mean | 8 | 1 | 4 | 0 | 2 | 1 | 0 | 2 | 6 | 1 | 1 | 2 | 10 | 0 | 4 | 9 | 0 | 0 | 4 | 0 |
| anode body | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 0 | 0 | 0 | 1 | 0 | 7 | 2 | 0 | 0 |
| case material | 8 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 3 | 2 | 1 | 0 | 1 | 1 | 1 | 3 | 0 |
| hydrogen storage | 21 | 43 | 24 | 13 | 25 | 42 | 41 | 35 | 10 | 36 | 27 | 27 | 13 | 12 | 25 | 37 | 11 | 7 | 16 | 13 |
| medium passage | 10 | 2 | 0 | 0 | 5 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9 | 2 | 2 | 2 | 3 | 0 | 3 | 2 |
| fluid plug | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| directional switch | 8 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 |
| discharge pulse | 12 | 5 | 0 | 0 | 4 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 4 |
| cadmium electrode | 8 | 0 | 1 | 1 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrolyte injecting | 8 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| anode extension | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| type collector | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
shrinking_list_abstract_2_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| lithium manganese | 58 | 46 | 25 | 23 | 5 | 4 | 10 | 7 | 6 | 5 | 5 | 11 | 9 | 10 | 10 | 8 | 9 | 4 | 5 | 6 |
| battery charger | 55 | 35 | 48 | 65 | 58 | 43 | 41 | 32 | 33 | 31 | 36 | 28 | 20 | 19 | 16 | 14 | 13 | 8 | 14 | 7 |
| charging current | 73 | 51 | 57 | 39 | 46 | 56 | 58 | 41 | 58 | 51 | 31 | 36 | 30 | 36 | 25 | 28 | 33 | 27 | 26 | 28 |
| power source | 111 | 106 | 95 | 116 | 160 | 110 | 128 | 124 | 112 | 123 | 97 | 89 | 80 | 92 | 79 | 94 | 77 | 86 | 73 | 67 |
| battery voltage | 59 | 80 | 72 | 70 | 88 | 68 | 52 | 61 | 51 | 52 | 25 | 29 | 27 | 18 | 28 | 24 | 25 | 21 | 16 | 17 |
| element group | 54 | 17 | 19 | 14 | 17 | 22 | 17 | 21 | 12 | 18 | 17 | 12 | 12 | 9 | 7 | 13 | 14 | 18 | 8 | 12 |
| battery charging | 68 | 52 | 48 | 39 | 49 | 38 | 49 | 50 | 49 | 48 | 49 | 38 | 35 | 43 | 34 | 29 | 33 | 46 | 31 | 31 |
| electrochemical cell | 56 | 55 | 41 | 16 | 39 | 15 | 36 | 27 | 31 | 24 | 36 | 26 | 34 | 27 | 28 | 24 | 23 | 27 | 26 | 21 |
| absorbing alloy | 35 | 29 | 8 | 5 | 2 | 1 | 2 | 10 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 2 | 0 |
| hydrogen absorbing | 35 | 29 | 9 | 5 | 2 | 1 | 2 | 13 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 2 | 0 |
| charge discharge | 70 | 66 | 59 | 76 | 61 | 56 | 68 | 75 | 82 | 77 | 69 | 65 | 75 | 71 | 66 | 72 | 64 | 50 | 41 | 38 |
| lead acid | 41 | 40 | 22 | 42 | 33 | 19 | 13 | 12 | 21 | 15 | 12 | 15 | 14 | 10 | 12 | 12 | 14 | 14 | 14 | 11 |
| control signal | 50 | 17 | 28 | 11 | 46 | 29 | 33 | 37 | 32 | 33 | 31 | 31 | 36 | 32 | 28 | 24 | 29 | 30 | 27 | 21 |
| group element | 30 | 3 | 5 | 3 | 12 | 3 | 5 | 7 | 4 | 4 | 7 | 3 | 3 | 1 | 2 | 2 | 3 | 3 | 1 | 2 |
| rechargeable battery | 65 | 53 | 83 | 55 | 72 | 77 | 70 | 84 | 90 | 80 | 82 | 80 | 56 | 42 | 61 | 48 | 58 | 34 | 39 | 38 |
| output voltage | 52 | 58 | 74 | 51 | 64 | 63 | 56 | 46 | 52 | 41 | 45 | 43 | 34 | 38 | 34 | 39 | 38 | 35 | 32 | 26 |
| battery case | 61 | 59 | 48 | 38 | 31 | 54 | 42 | 31 | 39 | 38 | 31 | 33 | 38 | 47 | 37 | 31 | 29 | 25 | 29 | 35 |
| charging battery | 52 | 41 | 48 | 36 | 46 | 45 | 42 | 31 | 50 | 51 | 34 | 37 | 33 | 28 | 26 | 29 | 25 | 29 | 28 | 27 |
| electric current | 31 | 9 | 11 | 11 | 10 | 13 | 15 | 9 | 13 | 15 | 6 | 12 | 11 | 9 | 10 | 6 | 10 | 8 | 8 | 7 |
| manganese oxide | 26 | 27 | 11 | 10 | 12 | 5 | 4 | 8 | 3 | 3 | 4 | 6 | 8 | 7 | 3 | 4 | 4 | 3 | 5 | 2 |
| battery charge | 32 | 23 | 18 | 19 | 40 | 19 | 19 | 27 | 22 | 24 | 17 | 18 | 18 | 17 | 17 | 14 | 10 | 14 | 9 | 9 |
| battery container | 26 | 15 | 8 | 10 | 4 | 22 | 5 | 1 | 3 | 3 | 8 | 8 | 10 | 11 | 5 | 8 | 5 | 4 | 1 | 3 |
| secondary cell | 31 | 57 | 36 | 41 | 41 | 15 | 32 | 6 | 17 | 19 | 14 | 10 | 23 | 22 | 22 | 21 | 25 | 14 | 14 | 9 |
| nickel hydroxide | 23 | 46 | 33 | 24 | 6 | 7 | 8 | 5 | 1 | 5 | 1 | 1 | 4 | 1 | 6 | 1 | 1 | 2 | 2 | 1 |
| control circuit | 56 | 70 | 53 | 57 | 53 | 66 | 54 | 67 | 66 | 73 | 41 | 58 | 43 | 32 | 43 | 36 | 37 | 44 | 49 | 35 |
| battery charged | 30 | 27 | 38 | 27 | 24 | 23 | 14 | 29 | 26 | 24 | 14 | 18 | 15 | 13 | 15 | 10 | 9 | 10 | 10 | 9 |
| discharge capacity | 28 | 11 | 17 | 24 | 11 | 12 | 13 | 12 | 13 | 9 | 16 | 14 | 14 | 14 | 12 | 14 | 10 | 8 | 8 | 7 |
| hydrogen storage | 22 | 37 | 21 | 11 | 19 | 27 | 21 | 16 | 4 | 13 | 8 | 5 | 2 | 2 | 3 | 5 | 1 | 1 | 2 | 1 |
| charge storage | 23 | 6 | 5 | 1 | 3 | 8 | 3 | 4 | 7 | 6 | 7 | 10 | 5 | 7 | 4 | 7 | 6 | 6 | 3 | 2 |
| acid battery | 29 | 29 | 19 | 36 | 28 | 19 | 10 | 8 | 19 | 11 | 9 | 11 | 9 | 9 | 10 | 11 | 13 | 13 | 12 | 9 |
| battery temperature | 36 | 34 | 21 | 29 | 18 | 30 | 20 | 32 | 12 | 20 | 15 | 13 | 14 | 13 | 13 | 11 | 13 | 12 | 13 | 17 |
| rechargeable lithium | 23 | 23 | 12 | 3 | 8 | 10 | 4 | 8 | 11 | 8 | 7 | 10 | 6 | 2 | 8 | 5 | 7 | 3 | 2 | 4 |
| supply voltage | 29 | 26 | 40 | 18 | 16 | 27 | 26 | 32 | 15 | 19 | 19 | 12 | 14 | 13 | 12 | 13 | 9 | 7 | 10 | 10 |
| detector detecting | 19 | 6 | 4 | 3 | 5 | 4 | 3 | 2 | 1 | 5 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 |
| battery terminal | 26 | 31 | 32 | 24 | 20 | 29 | 21 | 14 | 15 | 14 | 17 | 18 | 11 | 8 | 10 | 10 | 9 | 10 | 10 | 7 |
| reference voltage | 25 | 15 | 28 | 13 | 18 | 27 | 29 | 20 | 25 | 24 | 23 | 16 | 17 | 10 | 10 | 11 | 8 | 7 | 6 | 6 |
| rest period | 18 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| solid solution | 18 | 8 | 7 | 5 | 6 | 1 | 2 | 3 | 1 | 4 | 0 | 3 | 3 | 4 | 4 | 7 | 2 | 1 | 1 | 0 |
| current detector | 19 | 1 | 4 | 3 | 0 | 3 | 1 | 3 | 4 | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 0 | 1 | 1 | 1 |
| portable information | 18 | 3 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 1 | 0 | 1 | 0 | 1 |
| charge voltage | 22 | 7 | 15 | 11 | 9 | 10 | 6 | 10 | 6 | 12 | 6 | 8 | 7 | 5 | 6 | 2 | 5 | 4 | 3 | 4 |
| storage alloy | 18 | 33 | 19 | 4 | 15 | 24 | 12 | 14 | 2 | 12 | 7 | 5 | 2 | 1 | 1 | 3 | 0 | 0 | 1 | 1 |
| control mean | 22 | 11 | 11 | 13 | 26 | 15 | 15 | 12 | 10 | 12 | 7 | 7 | 10 | 10 | 12 | 8 | 5 | 3 | 5 | 4 |
| copyright jpo | 17 | 13 | 24 | 176 | 207 | 251 | 224 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| alloy electrode | 18 | 15 | 4 | 1 | 10 | 3 | 5 | 3 | 2 | 4 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 0 | 1 | 1 |
| period time | 22 | 10 | 5 | 11 | 8 | 9 | 16 | 15 | 14 | 10 | 5 | 11 | 11 | 6 | 9 | 7 | 8 | 9 | 5 | 4 |
| charge current | 23 | 20 | 11 | 17 | 9 | 16 | 10 | 26 | 19 | 20 | 14 | 12 | 9 | 8 | 10 | 2 | 6 | 6 | 4 | 6 |
| external power | 34 | 19 | 17 | 18 | 20 | 15 | 19 | 22 | 26 | 23 | 27 | 30 | 27 | 24 | 24 | 24 | 19 | 21 | 21 | 17 |
| polarity type | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| independent claim | 16 | 13 | 11 | 15 | 16 | 9 | 8 | 7 | 5 | 9 | 9 | 8 | 7 | 7 | 7 | 0 | 0 | 0 | 0 | 0 |
highest_abs_change_list_abstract_2[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| secondary battery | 229 | 281 | 282 | 350 | 384 | 595 | 776 | 833 | 858 | 946 | 1,135 | 2,154 | 2,652 | 2,790 | 2,842 | 2,861 | 2,794 | 2,592 | 3,001 | 3,722 |
| active material | 236 | 249 | 267 | 279 | 286 | 366 | 584 | 641 | 713 | 764 | 911 | 1,651 | 2,234 | 2,408 | 2,422 | 2,430 | 2,132 | 2,331 | 2,554 | 3,334 |
| battery cell | 80 | 77 | 45 | 67 | 102 | 112 | 182 | 260 | 249 | 329 | 574 | 1,116 | 1,452 | 2,007 | 1,890 | 1,818 | 1,784 | 1,729 | 2,111 | 2,851 |
| power supply | 163 | 201 | 292 | 247 | 310 | 503 | 546 | 577 | 709 | 673 | 987 | 1,483 | 1,817 | 2,078 | 2,287 | 1,984 | 1,885 | 2,132 | 2,430 | 2,611 |
| battery pack | 149 | 173 | 109 | 210 | 225 | 251 | 383 | 467 | 459 | 558 | 567 | 951 | 1,263 | 1,312 | 1,290 | 1,067 | 1,337 | 1,495 | 1,638 | 2,255 |
| battery module | 27 | 52 | 38 | 37 | 27 | 30 | 188 | 132 | 177 | 201 | 287 | 528 | 816 | 1,034 | 1,065 | 842 | 1,001 | 1,129 | 1,567 | 1,814 |
| storage device | 48 | 53 | 47 | 68 | 63 | 60 | 70 | 131 | 270 | 224 | 461 | 564 | 815 | 949 | 1,024 | 826 | 866 | 1,261 | 1,054 | 1,357 |
| electrode active | 91 | 86 | 84 | 122 | 157 | 175 | 248 | 284 | 296 | 372 | 448 | 1,020 | 1,312 | 1,341 | 1,415 | 1,446 | 1,347 | 1,352 | 1,471 | 2,102 |
| power storage | 17 | 13 | 24 | 30 | 9 | 21 | 15 | 90 | 176 | 107 | 297 | 287 | 724 | 686 | 860 | 717 | 866 | 1,083 | 851 | 994 |
| electric vehicle | 27 | 20 | 6 | 12 | 11 | 13 | 26 | 20 | 62 | 93 | 277 | 415 | 656 | 778 | 495 | 493 | 408 | 639 | 551 | 955 |
| energy storage | 28 | 61 | 61 | 65 | 66 | 72 | 105 | 171 | 292 | 274 | 389 | 615 | 737 | 947 | 921 | 847 | 1,012 | 1,360 | 1,463 | 1,653 |
| lithium ion | 85 | 98 | 111 | 114 | 105 | 172 | 183 | 222 | 288 | 327 | 484 | 813 | 1,174 | 1,109 | 1,207 | 1,321 | 1,347 | 1,208 | 1,347 | 1,423 |
| current collector | 61 | 54 | 57 | 62 | 70 | 126 | 124 | 213 | 238 | 293 | 314 | 544 | 638 | 702 | 655 | 541 | 646 | 717 | 1,158 | 1,477 |
| material layer | 18 | 14 | 39 | 39 | 43 | 102 | 124 | 156 | 151 | 204 | 196 | 400 | 463 | 638 | 584 | 488 | 396 | 587 | 741 | 1,058 |
| electric power | 61 | 93 | 74 | 100 | 77 | 130 | 112 | 127 | 306 | 291 | 318 | 680 | 847 | 828 | 673 | 754 | 546 | 633 | 679 | 696 |
| lithium secondary | 57 | 119 | 82 | 75 | 124 | 134 | 204 | 145 | 135 | 185 | 227 | 348 | 465 | 500 | 496 | 428 | 508 | 382 | 548 | 845 |
| non-aqueous electrolyte | 59 | 93 | 78 | 80 | 133 | 156 | 233 | 237 | 309 | 230 | 234 | 461 | 665 | 662 | 761 | 707 | 725 | 538 | 601 | 772 |
| control unit | 43 | 44 | 38 | 53 | 54 | 82 | 94 | 115 | 115 | 206 | 254 | 395 | 641 | 847 | 626 | 661 | 639 | 690 | 768 | 913 |
| storage battery | 63 | 77 | 67 | 115 | 84 | 127 | 133 | 137 | 112 | 148 | 173 | 383 | 583 | 689 | 656 | 656 | 818 | 619 | 554 | 635 |
| power transmission | 1 | 5 | 1 | 4 | 6 | 3 | 3 | 16 | 60 | 162 | 154 | 162 | 413 | 597 | 708 | 767 | 612 | 722 | 614 | 504 |
| electrode assembly | 27 | 13 | 1 | 20 | 25 | 83 | 175 | 170 | 139 | 180 | 129 | 527 | 569 | 618 | 592 | 730 | 747 | 722 | 833 | 714 |
| wireless power | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 4 | 19 | 61 | 116 | 154 | 387 | 584 | 826 | 832 | 899 | 949 | 751 | 646 |
| jpo inpit | 11 | 11 | 16 | 21 | 20 | 29 | 169 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode plate | 60 | 127 | 43 | 59 | 107 | 112 | 186 | 128 | 128 | 149 | 152 | 454 | 472 | 437 | 391 | 347 | 454 | 452 | 592 | 749 |
| copyright jpo | 17 | 15 | 27 | 210 | 267 | 393 | 438 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| rechargeable battery | 63 | 62 | 94 | 66 | 93 | 120 | 137 | 180 | 224 | 224 | 278 | 410 | 378 | 311 | 483 | 375 | 457 | 287 | 382 | 420 |
| power receiving | 2 | 0 | 2 | 10 | 8 | 9 | 5 | 18 | 15 | 86 | 96 | 118 | 248 | 413 | 625 | 333 | 299 | 315 | 372 | 251 |
| power source | 108 | 123 | 108 | 138 | 206 | 173 | 250 | 267 | 279 | 346 | 329 | 458 | 539 | 685 | 627 | 725 | 605 | 729 | 711 | 743 |
| solid electrolyte | 13 | 31 | 15 | 7 | 18 | 12 | 23 | 12 | 33 | 26 | 56 | 150 | 141 | 249 | 207 | 236 | 306 | 419 | 574 | 843 |
| battery electrode | 66 | 63 | 51 | 71 | 101 | 117 | 170 | 186 | 176 | 201 | 240 | 462 | 626 | 641 | 616 | 671 | 704 | 745 | 751 | 959 |
| ion battery | 16 | 26 | 41 | 31 | 17 | 49 | 58 | 83 | 99 | 121 | 201 | 331 | 482 | 442 | 476 | 556 | 667 | 632 | 775 | 752 |
| electrically connected | 29 | 30 | 20 | 27 | 49 | 89 | 81 | 110 | 142 | 187 | 233 | 318 | 485 | 589 | 564 | 569 | 595 | 661 | 879 | 917 |
| wireless charging | 0 | 0 | 0 | 0 | 3 | 1 | 4 | 0 | 6 | 10 | 51 | 65 | 141 | 262 | 346 | 341 | 544 | 725 | 547 | 590 |
| electrode material | 59 | 58 | 52 | 71 | 92 | 106 | 100 | 93 | 98 | 121 | 172 | 280 | 385 | 353 | 430 | 534 | 421 | 382 | 441 | 613 |
| electrolyte secondary | 26 | 39 | 47 | 48 | 71 | 76 | 113 | 119 | 184 | 137 | 123 | 225 | 315 | 304 | 461 | 442 | 434 | 299 | 271 | 421 |
| control circuit | 55 | 81 | 60 | 68 | 68 | 103 | 106 | 143 | 164 | 206 | 140 | 297 | 293 | 238 | 343 | 282 | 289 | 370 | 470 | 385 |
| plurality battery | 16 | 39 | 10 | 25 | 27 | 50 | 42 | 66 | 63 | 83 | 90 | 329 | 356 | 451 | 411 | 382 | 419 | 430 | 568 | 693 |
| motor vehicle | 22 | 14 | 20 | 18 | 43 | 22 | 39 | 60 | 39 | 49 | 89 | 160 | 241 | 233 | 202 | 136 | 184 | 153 | 271 | 507 |
| charging discharging | 38 | 75 | 61 | 60 | 59 | 57 | 67 | 100 | 100 | 123 | 160 | 229 | 390 | 451 | 496 | 368 | 362 | 439 | 367 | 436 |
| bus bar | 0 | 7 | 4 | 13 | 4 | 1 | 24 | 15 | 12 | 42 | 46 | 99 | 185 | 261 | 356 | 244 | 238 | 305 | 542 | 548 |
| ion secondary | 12 | 29 | 18 | 30 | 33 | 63 | 72 | 74 | 76 | 84 | 168 | 270 | 368 | 433 | 462 | 523 | 431 | 355 | 311 | 378 |
| material lithium | 32 | 42 | 35 | 50 | 63 | 74 | 59 | 76 | 70 | 127 | 158 | 267 | 376 | 329 | 399 | 407 | 368 | 305 | 289 | 458 |
| battery cover | 13 | 11 | 10 | 16 | 26 | 28 | 64 | 64 | 37 | 80 | 351 | 168 | 85 | 104 | 50 | 42 | 52 | 69 | 108 | 109 |
| electronic device | 50 | 43 | 37 | 78 | 79 | 104 | 146 | 152 | 202 | 246 | 347 | 421 | 445 | 454 | 592 | 640 | 766 | 718 | 730 | 730 |
| unit cell | 1 | 9 | 5 | 25 | 16 | 33 | 146 | 99 | 49 | 48 | 67 | 121 | 272 | 177 | 141 | 155 | 126 | 145 | 223 | 213 |
| battery unit | 25 | 32 | 20 | 26 | 15 | 51 | 41 | 38 | 52 | 105 | 139 | 218 | 336 | 377 | 254 | 269 | 233 | 293 | 388 | 368 |
| charging station | 3 | 1 | 2 | 0 | 3 | 6 | 10 | 13 | 22 | 44 | 128 | 138 | 211 | 268 | 159 | 197 | 267 | 281 | 284 | 541 |
| control device | 24 | 27 | 18 | 32 | 34 | 31 | 51 | 80 | 99 | 85 | 132 | 224 | 335 | 397 | 399 | 452 | 387 | 385 | 487 | 582 |
| power reception | 2 | 0 | 0 | 0 | 0 | 4 | 6 | 6 | 2 | 34 | 69 | 62 | 159 | 288 | 222 | 325 | 222 | 245 | 291 | 210 |
| jpo ncipi | 5 | 3 | 5 | 13 | 154 | 364 | 269 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
highest_abs_change_list_abstract_2_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| power supply | 167 | 173 | 258 | 207 | 241 | 321 | 279 | 269 | 286 | 240 | 292 | 288 | 269 | 278 | 288 | 257 | 241 | 253 | 251 | 237 |
| copyright jpo | 17 | 13 | 24 | 176 | 207 | 251 | 224 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| secondary battery | 235 | 241 | 249 | 294 | 298 | 380 | 397 | 388 | 346 | 337 | 336 | 418 | 392 | 374 | 358 | 370 | 357 | 307 | 310 | 338 |
| jpo ncipi | 5 | 3 | 4 | 11 | 120 | 232 | 138 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery cell | 82 | 66 | 40 | 56 | 79 | 72 | 93 | 121 | 100 | 117 | 170 | 217 | 215 | 269 | 238 | 235 | 228 | 205 | 218 | 259 |
| jpo inpit | 11 | 9 | 14 | 18 | 16 | 19 | 86 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery pack | 153 | 149 | 96 | 176 | 175 | 160 | 196 | 218 | 185 | 199 | 168 | 185 | 187 | 176 | 163 | 138 | 171 | 177 | 169 | 205 |
| power storage | 17 | 11 | 21 | 25 | 7 | 13 | 8 | 42 | 71 | 38 | 88 | 56 | 107 | 92 | 108 | 93 | 111 | 128 | 88 | 90 |
| electrode plate | 62 | 109 | 38 | 50 | 83 | 72 | 95 | 60 | 52 | 53 | 45 | 88 | 70 | 59 | 49 | 45 | 58 | 54 | 61 | 68 |
| storage device | 49 | 46 | 42 | 57 | 49 | 38 | 36 | 61 | 109 | 80 | 137 | 109 | 121 | 127 | 129 | 107 | 111 | 149 | 109 | 123 |
| active material | 242 | 214 | 236 | 234 | 222 | 234 | 299 | 299 | 288 | 272 | 270 | 320 | 331 | 323 | 305 | 314 | 272 | 276 | 264 | 303 |
| electric power | 63 | 80 | 65 | 84 | 60 | 83 | 57 | 59 | 123 | 104 | 94 | 132 | 125 | 111 | 85 | 98 | 70 | 75 | 70 | 63 |
| electrode assembly | 28 | 11 | 1 | 17 | 19 | 53 | 90 | 79 | 56 | 64 | 38 | 102 | 84 | 83 | 75 | 94 | 95 | 86 | 86 | 65 |
| battery module | 28 | 45 | 34 | 31 | 21 | 19 | 96 | 61 | 71 | 72 | 85 | 102 | 121 | 139 | 134 | 109 | 128 | 134 | 162 | 165 |
| power source | 111 | 106 | 95 | 116 | 160 | 110 | 128 | 124 | 112 | 123 | 97 | 89 | 80 | 92 | 79 | 94 | 77 | 86 | 73 | 67 |
| electrode active | 93 | 74 | 74 | 102 | 122 | 112 | 127 | 132 | 119 | 132 | 133 | 198 | 194 | 180 | 178 | 187 | 172 | 160 | 152 | 191 |
| lithium secondary | 58 | 102 | 72 | 63 | 96 | 86 | 104 | 68 | 54 | 66 | 67 | 68 | 69 | 67 | 62 | 55 | 65 | 45 | 57 | 77 |
| electric vehicle | 28 | 17 | 5 | 10 | 9 | 8 | 13 | 9 | 25 | 33 | 82 | 81 | 97 | 104 | 62 | 64 | 52 | 76 | 57 | 87 |
| non-aqueous electrolyte | 61 | 80 | 69 | 67 | 103 | 100 | 119 | 110 | 125 | 82 | 69 | 89 | 98 | 89 | 96 | 91 | 93 | 64 | 62 | 70 |
| storage battery | 65 | 66 | 59 | 97 | 65 | 81 | 68 | 64 | 45 | 53 | 51 | 74 | 86 | 92 | 83 | 85 | 104 | 73 | 57 | 58 |
| energy storage | 29 | 52 | 54 | 55 | 51 | 46 | 54 | 80 | 118 | 98 | 115 | 119 | 109 | 127 | 116 | 110 | 129 | 161 | 151 | 150 |
| lithium ion | 87 | 84 | 98 | 96 | 82 | 110 | 94 | 103 | 116 | 116 | 143 | 158 | 174 | 149 | 152 | 171 | 172 | 143 | 139 | 129 |
| battery cover | 13 | 9 | 9 | 13 | 20 | 18 | 33 | 30 | 15 | 28 | 104 | 33 | 13 | 14 | 6 | 5 | 7 | 8 | 11 | 10 |
| rechargeable battery | 65 | 53 | 83 | 55 | 72 | 77 | 70 | 84 | 90 | 80 | 82 | 80 | 56 | 42 | 61 | 48 | 58 | 34 | 39 | 38 |
| carbon material | 13 | 15 | 65 | 20 | 10 | 34 | 16 | 29 | 18 | 22 | 37 | 18 | 21 | 27 | 25 | 24 | 19 | 18 | 24 | 18 |
| current collector | 63 | 46 | 50 | 52 | 54 | 80 | 63 | 99 | 96 | 104 | 93 | 106 | 94 | 94 | 83 | 70 | 83 | 85 | 120 | 134 |
| material layer | 18 | 12 | 34 | 33 | 33 | 65 | 63 | 73 | 61 | 73 | 58 | 78 | 69 | 85 | 74 | 63 | 51 | 70 | 77 | 96 |
| power transmission | 1 | 4 | 1 | 3 | 5 | 2 | 2 | 7 | 24 | 58 | 46 | 31 | 61 | 80 | 89 | 99 | 78 | 86 | 63 | 46 |
| unit cell | 1 | 8 | 4 | 21 | 12 | 21 | 75 | 46 | 20 | 17 | 20 | 23 | 40 | 24 | 18 | 20 | 16 | 17 | 23 | 19 |
| electronic device | 51 | 37 | 33 | 65 | 61 | 66 | 75 | 71 | 81 | 88 | 103 | 82 | 66 | 61 | 75 | 83 | 98 | 85 | 75 | 66 |
| control circuit | 56 | 70 | 53 | 57 | 53 | 66 | 54 | 67 | 66 | 73 | 41 | 58 | 43 | 32 | 43 | 36 | 37 | 44 | 49 | 35 |
| plurality battery | 16 | 34 | 9 | 21 | 21 | 32 | 21 | 31 | 25 | 30 | 27 | 64 | 53 | 60 | 52 | 49 | 54 | 51 | 59 | 63 |
| electrochemical cell | 56 | 55 | 41 | 16 | 39 | 15 | 36 | 27 | 31 | 24 | 36 | 26 | 34 | 27 | 28 | 24 | 23 | 27 | 26 | 21 |
| wireless power | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 2 | 8 | 22 | 34 | 30 | 57 | 78 | 104 | 108 | 115 | 112 | 78 | 59 |
| electrolyte secondary | 27 | 34 | 42 | 40 | 55 | 49 | 58 | 55 | 74 | 49 | 36 | 44 | 47 | 41 | 58 | 57 | 55 | 35 | 28 | 38 |
| secondary cell | 31 | 57 | 36 | 41 | 41 | 15 | 32 | 6 | 17 | 19 | 14 | 10 | 23 | 22 | 22 | 21 | 25 | 14 | 14 | 9 |
| circuit board | 31 | 17 | 24 | 39 | 26 | 43 | 46 | 40 | 47 | 61 | 39 | 41 | 30 | 32 | 29 | 26 | 42 | 28 | 35 | 30 |
| power receiving | 2 | 0 | 2 | 8 | 6 | 6 | 3 | 8 | 6 | 31 | 28 | 23 | 37 | 55 | 79 | 43 | 38 | 37 | 38 | 23 |
| control unit | 44 | 38 | 34 | 45 | 42 | 52 | 48 | 54 | 46 | 73 | 75 | 77 | 95 | 113 | 79 | 85 | 82 | 82 | 79 | 83 |
| ion battery | 16 | 22 | 36 | 26 | 13 | 31 | 30 | 39 | 40 | 43 | 60 | 64 | 71 | 59 | 60 | 72 | 85 | 75 | 80 | 68 |
| battery voltage | 59 | 80 | 72 | 70 | 88 | 68 | 52 | 61 | 51 | 52 | 25 | 29 | 27 | 18 | 28 | 24 | 25 | 21 | 16 | 17 |
| solid electrolyte | 13 | 27 | 13 | 6 | 14 | 8 | 12 | 6 | 13 | 9 | 17 | 29 | 21 | 33 | 26 | 31 | 39 | 50 | 59 | 77 |
| charging current | 73 | 51 | 57 | 39 | 46 | 56 | 58 | 41 | 58 | 51 | 31 | 36 | 30 | 36 | 25 | 28 | 33 | 27 | 26 | 28 |
| control signal | 50 | 17 | 28 | 11 | 46 | 29 | 33 | 37 | 32 | 33 | 31 | 31 | 36 | 32 | 28 | 24 | 29 | 30 | 27 | 21 |
| battery electrode | 68 | 54 | 45 | 60 | 78 | 75 | 87 | 87 | 71 | 72 | 71 | 90 | 93 | 86 | 78 | 87 | 90 | 88 | 78 | 87 |
| motor vehicle | 23 | 12 | 18 | 15 | 33 | 14 | 20 | 28 | 16 | 17 | 26 | 31 | 36 | 31 | 25 | 18 | 23 | 18 | 28 | 46 |
| electrical energy | 11 | 20 | 29 | 39 | 37 | 34 | 22 | 45 | 40 | 44 | 62 | 41 | 53 | 49 | 40 | 38 | 46 | 42 | 44 | 47 |
| state charge | 13 | 40 | 46 | 16 | 31 | 41 | 25 | 26 | 32 | 42 | 35 | 36 | 31 | 31 | 37 | 40 | 37 | 30 | 26 | 26 |
| electrode material | 61 | 50 | 46 | 60 | 71 | 68 | 51 | 43 | 40 | 43 | 51 | 54 | 57 | 47 | 54 | 69 | 54 | 45 | 46 | 56 |
| electrically connected | 30 | 26 | 18 | 23 | 38 | 57 | 41 | 51 | 57 | 67 | 69 | 62 | 72 | 79 | 71 | 74 | 76 | 78 | 91 | 83 |
growing_list_abstract_3, shrinking_list_abstract_3, highest_abs_change_list_abstract_3, growing_list_abstract_3_scaled, shrinking_list_abstract_3_scaled, highest_abs_change_list_abstract_3_scaled = growing_keywords(
3,
'appln_abstract'
)
N-grams created N-grams counted Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created Difference over whole timespan calculated Sum of absolute differences (abs(count_year_i+1 - count_year_i)) calculated Positive change plot created Negative change plot created Absolute change plot created
# Before fixing the 'aqueous' issue
growing_list_abstract_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 89 | 82 | 72 | 121 | 136 | 157 | 241 | 278 | 294 | 356 | 427 | 991 | 1,253 | 1,288 | 1,323 | 1,386 | 1,273 | 1,308 | 1,382 | 1,990 |
| active material layer | 17 | 9 | 29 | 27 | 37 | 96 | 114 | 143 | 134 | 188 | 186 | 364 | 419 | 553 | 499 | 383 | 336 | 510 | 619 | 883 |
| lithium secondary battery | 46 | 91 | 72 | 65 | 112 | 128 | 192 | 140 | 124 | 178 | 222 | 340 | 451 | 487 | 490 | 410 | 492 | 374 | 540 | 844 |
| lithium ion battery | 15 | 26 | 41 | 31 | 16 | 49 | 58 | 83 | 99 | 121 | 197 | 321 | 476 | 421 | 449 | 520 | 618 | 568 | 702 | 685 |
| energy storage device | 5 | 41 | 27 | 39 | 33 | 20 | 44 | 70 | 109 | 94 | 147 | 183 | 224 | 367 | 367 | 277 | 370 | 538 | 576 | 648 |
| secondary battery electrode | 29 | 27 | 21 | 25 | 55 | 82 | 113 | 109 | 95 | 122 | 146 | 286 | 417 | 422 | 384 | 400 | 419 | 441 | 435 | 593 |
| electrode current collector | 7 | 7 | 10 | 12 | 15 | 15 | 24 | 46 | 57 | 104 | 96 | 135 | 206 | 171 | 155 | 172 | 215 | 226 | 412 | 539 |
| power storage device | 11 | 3 | 7 | 10 | 2 | 8 | 4 | 30 | 69 | 37 | 183 | 166 | 317 | 310 | 361 | 311 | 311 | 520 | 293 | 394 |
| electrolyte secondary battery | 25 | 27 | 41 | 36 | 65 | 74 | 110 | 118 | 180 | 129 | 113 | 214 | 301 | 269 | 437 | 425 | 412 | 286 | 264 | 405 |
| aqueous electrolyte secondary | 24 | 38 | 45 | 46 | 67 | 75 | 111 | 116 | 182 | 135 | 121 | 216 | 307 | 289 | 456 | 427 | 421 | 284 | 248 | 390 |
| plurality battery cell | 3 | 1 | 3 | 1 | 7 | 9 | 10 | 28 | 26 | 29 | 32 | 135 | 175 | 229 | 177 | 206 | 212 | 232 | 314 | 351 |
| ion secondary battery | 10 | 25 | 15 | 23 | 32 | 58 | 68 | 73 | 75 | 81 | 162 | 261 | 331 | 409 | 428 | 468 | 388 | 337 | 300 | 357 |
| power supply device | 11 | 3 | 25 | 7 | 20 | 28 | 35 | 28 | 84 | 60 | 80 | 140 | 227 | 259 | 285 | 222 | 228 | 256 | 281 | 348 |
| lithium ion secondary | 12 | 29 | 18 | 30 | 33 | 63 | 72 | 74 | 76 | 84 | 164 | 270 | 366 | 418 | 442 | 506 | 379 | 342 | 291 | 345 |
| current collector electrode | 5 | 8 | 6 | 4 | 8 | 11 | 12 | 27 | 37 | 45 | 56 | 127 | 113 | 114 | 138 | 97 | 137 | 138 | 217 | 323 |
| active material lithium | 17 | 24 | 16 | 28 | 27 | 36 | 36 | 43 | 48 | 65 | 100 | 168 | 256 | 183 | 225 | 255 | 222 | 177 | 160 | 266 |
| cathode active material | 6 | 10 | 23 | 31 | 9 | 28 | 59 | 49 | 44 | 64 | 92 | 79 | 146 | 168 | 199 | 182 | 168 | 198 | 211 | 247 |
| power supply system | 7 | 20 | 25 | 18 | 27 | 21 | 32 | 52 | 47 | 59 | 82 | 150 | 187 | 162 | 165 | 145 | 166 | 185 | 218 | 241 |
| energy storage system | 0 | 7 | 0 | 8 | 2 | 11 | 6 | 25 | 35 | 32 | 46 | 93 | 80 | 116 | 121 | 106 | 138 | 165 | 200 | 222 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 4 | 14 | 25 | 38 | 26 | 56 | 87 | 93 | 89 | 111 | 151 | 98 | 170 | 219 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 3 | 0 | 3 | 3 | 19 | 11 | 21 | 48 | 46 | 92 | 43 | 70 | 68 | 105 | 126 | 208 |
| solid state battery | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 5 | 4 | 3 | 11 | 29 | 58 | 49 | 29 | 33 | 53 | 95 | 198 |
| layer electrode active | 3 | 1 | 2 | 3 | 3 | 5 | 6 | 17 | 12 | 20 | 30 | 60 | 71 | 93 | 85 | 112 | 102 | 105 | 120 | 200 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 3 | 11 | 30 | 39 | 20 | 22 | 61 | 91 | 113 | 97 | 147 | 107 | 139 | 163 | 185 |
| material layer electrode | 2 | 0 | 1 | 3 | 3 | 11 | 15 | 19 | 9 | 30 | 34 | 76 | 79 | 89 | 82 | 86 | 74 | 101 | 91 | 178 |
| energy storage unit | 1 | 1 | 21 | 1 | 4 | 7 | 20 | 16 | 26 | 47 | 43 | 81 | 78 | 78 | 44 | 94 | 92 | 101 | 201 | 176 |
| secondary battery lithium | 6 | 15 | 4 | 10 | 8 | 13 | 10 | 13 | 21 | 25 | 40 | 46 | 69 | 69 | 90 | 96 | 106 | 70 | 125 | 177 |
| anode active material | 6 | 2 | 4 | 15 | 14 | 20 | 58 | 61 | 65 | 55 | 77 | 80 | 92 | 113 | 211 | 108 | 74 | 117 | 166 | 175 |
| transition metal oxide | 3 | 7 | 3 | 9 | 3 | 10 | 20 | 18 | 13 | 28 | 38 | 49 | 54 | 68 | 91 | 132 | 106 | 80 | 83 | 167 |
| active material particle | 4 | 6 | 12 | 6 | 14 | 19 | 41 | 32 | 32 | 36 | 38 | 57 | 94 | 93 | 93 | 150 | 161 | 213 | 199 | 164 |
| collector electrode active | 1 | 2 | 4 | 1 | 3 | 6 | 4 | 15 | 13 | 15 | 28 | 68 | 44 | 92 | 109 | 67 | 67 | 72 | 82 | 157 |
| active material electrode | 27 | 23 | 13 | 15 | 20 | 20 | 32 | 34 | 37 | 40 | 52 | 107 | 119 | 126 | 118 | 161 | 128 | 131 | 123 | 182 |
| electrical energy storage | 1 | 3 | 10 | 15 | 18 | 3 | 16 | 38 | 15 | 28 | 52 | 32 | 89 | 116 | 74 | 77 | 79 | 100 | 125 | 153 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 13 | 23 | 33 | 115 | 105 | 183 | 172 | 154 | 223 | 143 | 148 |
| redox flow battery | 0 | 0 | 8 | 12 | 2 | 1 | 0 | 0 | 0 | 2 | 2 | 22 | 44 | 30 | 50 | 93 | 86 | 102 | 120 | 146 |
| power storage element | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 11 | 10 | 4 | 46 | 58 | 93 | 112 | 160 | 162 | 170 | 143 |
| aqueous electrolyte solution | 4 | 11 | 5 | 0 | 11 | 13 | 12 | 12 | 22 | 14 | 31 | 42 | 64 | 62 | 70 | 47 | 55 | 38 | 89 | 143 |
| material electrode active | 7 | 4 | 4 | 5 | 5 | 14 | 11 | 18 | 17 | 33 | 27 | 50 | 82 | 78 | 69 | 84 | 89 | 70 | 84 | 146 |
| material lithium ion | 5 | 10 | 3 | 13 | 5 | 17 | 12 | 18 | 23 | 33 | 63 | 106 | 162 | 134 | 153 | 181 | 142 | 125 | 126 | 140 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 30 | 27 | 41 | 53 | 92 | 121 | 173 | 96 | 113 | 136 | 134 |
| lithium transition metal | 8 | 16 | 6 | 19 | 24 | 31 | 20 | 19 | 36 | 29 | 42 | 74 | 75 | 82 | 106 | 138 | 112 | 87 | 112 | 138 |
| battery module plurality | 1 | 4 | 0 | 2 | 0 | 5 | 17 | 3 | 15 | 15 | 18 | 52 | 62 | 71 | 65 | 71 | 60 | 64 | 117 | 127 |
| material lithium secondary | 11 | 22 | 21 | 21 | 33 | 32 | 27 | 27 | 26 | 50 | 54 | 81 | 125 | 105 | 134 | 99 | 102 | 80 | 84 | 130 |
| electric vehicle charging | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 9 | 25 | 48 | 93 | 113 | 65 | 53 | 38 | 50 | 64 | 118 |
| battery electrode active | 5 | 7 | 9 | 13 | 21 | 14 | 22 | 44 | 25 | 36 | 39 | 77 | 128 | 120 | 115 | 133 | 111 | 133 | 102 | 122 |
| power supply circuit | 10 | 12 | 27 | 14 | 11 | 25 | 12 | 44 | 38 | 26 | 31 | 59 | 71 | 59 | 73 | 37 | 63 | 101 | 100 | 127 |
| battery cell electrode | 0 | 1 | 4 | 1 | 1 | 2 | 2 | 8 | 2 | 11 | 14 | 24 | 30 | 59 | 42 | 43 | 53 | 47 | 72 | 117 |
| control unit configured | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 6 | 6 | 9 | 13 | 34 | 34 | 42 | 46 | 50 | 62 | 61 | 114 |
| state secondary battery | 0 | 4 | 2 | 1 | 3 | 3 | 4 | 5 | 9 | 9 | 16 | 23 | 31 | 41 | 28 | 27 | 57 | 96 | 45 | 112 |
| electrode lithium secondary | 4 | 8 | 11 | 10 | 17 | 19 | 8 | 13 | 17 | 19 | 29 | 39 | 31 | 48 | 35 | 28 | 38 | 39 | 74 | 114 |
# After attempting to fix the 'aqueous' issue
growing_list_abstract_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 89 | 82 | 72 | 121 | 136 | 157 | 241 | 278 | 294 | 356 | 427 | 991 | 1,253 | 1,288 | 1,323 | 1,386 | 1,273 | 1,308 | 1,382 | 1,990 |
| active material layer | 17 | 9 | 29 | 27 | 37 | 96 | 114 | 143 | 134 | 188 | 186 | 364 | 419 | 553 | 499 | 383 | 336 | 510 | 619 | 883 |
| lithium secondary battery | 46 | 91 | 72 | 65 | 112 | 128 | 192 | 140 | 124 | 178 | 222 | 340 | 451 | 487 | 490 | 410 | 492 | 374 | 540 | 844 |
| lithium ion battery | 15 | 26 | 41 | 31 | 16 | 49 | 58 | 83 | 99 | 121 | 197 | 321 | 476 | 421 | 449 | 520 | 618 | 568 | 702 | 685 |
| energy storage device | 5 | 41 | 27 | 39 | 33 | 20 | 44 | 70 | 109 | 94 | 147 | 183 | 224 | 367 | 367 | 277 | 370 | 538 | 576 | 648 |
| secondary battery electrode | 29 | 27 | 21 | 25 | 55 | 82 | 113 | 109 | 95 | 122 | 146 | 286 | 417 | 422 | 384 | 400 | 419 | 441 | 435 | 593 |
| electrode current collector | 7 | 7 | 10 | 12 | 15 | 15 | 24 | 46 | 57 | 104 | 96 | 135 | 206 | 171 | 155 | 172 | 215 | 226 | 412 | 539 |
| power storage device | 11 | 3 | 7 | 10 | 2 | 8 | 4 | 30 | 69 | 37 | 183 | 166 | 317 | 310 | 361 | 311 | 311 | 520 | 293 | 394 |
| electrolyte secondary battery | 25 | 27 | 41 | 36 | 65 | 74 | 110 | 118 | 180 | 129 | 113 | 214 | 301 | 269 | 437 | 425 | 412 | 286 | 264 | 405 |
| plurality battery cell | 3 | 1 | 3 | 1 | 7 | 9 | 10 | 28 | 26 | 29 | 32 | 135 | 175 | 229 | 177 | 206 | 212 | 232 | 314 | 351 |
| ion secondary battery | 10 | 25 | 15 | 23 | 32 | 58 | 68 | 73 | 75 | 81 | 162 | 261 | 331 | 409 | 428 | 468 | 388 | 337 | 300 | 357 |
| power supply device | 11 | 3 | 25 | 7 | 20 | 28 | 35 | 28 | 84 | 60 | 80 | 140 | 227 | 259 | 285 | 222 | 228 | 256 | 281 | 348 |
| lithium ion secondary | 12 | 29 | 18 | 30 | 33 | 63 | 72 | 74 | 76 | 84 | 164 | 270 | 366 | 418 | 442 | 506 | 379 | 342 | 291 | 345 |
| current collector electrode | 5 | 8 | 6 | 4 | 8 | 11 | 12 | 27 | 37 | 45 | 56 | 127 | 113 | 114 | 138 | 97 | 137 | 138 | 217 | 323 |
| active material lithium | 17 | 24 | 16 | 28 | 27 | 36 | 36 | 43 | 48 | 65 | 100 | 168 | 256 | 183 | 225 | 255 | 222 | 177 | 160 | 266 |
| cathode active material | 6 | 10 | 23 | 31 | 9 | 28 | 59 | 49 | 44 | 64 | 92 | 79 | 146 | 168 | 199 | 182 | 168 | 198 | 211 | 247 |
| aqueous electrolyte secondary | 8 | 18 | 18 | 13 | 48 | 58 | 70 | 78 | 131 | 88 | 86 | 139 | 190 | 194 | 322 | 313 | 316 | 193 | 170 | 243 |
| power supply system | 7 | 20 | 25 | 18 | 27 | 21 | 32 | 52 | 47 | 59 | 82 | 150 | 187 | 162 | 165 | 145 | 166 | 185 | 218 | 241 |
| energy storage system | 0 | 7 | 0 | 8 | 2 | 11 | 6 | 25 | 35 | 32 | 46 | 93 | 80 | 116 | 121 | 106 | 138 | 165 | 200 | 222 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 4 | 14 | 25 | 38 | 26 | 56 | 87 | 93 | 89 | 111 | 151 | 98 | 170 | 219 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 3 | 0 | 3 | 3 | 19 | 11 | 21 | 48 | 46 | 92 | 43 | 70 | 68 | 105 | 126 | 208 |
| solid state battery | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 5 | 4 | 3 | 11 | 29 | 58 | 49 | 29 | 33 | 53 | 95 | 198 |
| layer electrode active | 3 | 1 | 2 | 3 | 3 | 5 | 6 | 17 | 12 | 20 | 30 | 60 | 71 | 93 | 85 | 112 | 102 | 105 | 120 | 200 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 3 | 11 | 30 | 39 | 20 | 22 | 61 | 91 | 113 | 97 | 147 | 107 | 139 | 163 | 185 |
| material layer electrode | 2 | 0 | 1 | 3 | 3 | 11 | 15 | 19 | 9 | 30 | 34 | 76 | 79 | 89 | 82 | 86 | 74 | 101 | 91 | 178 |
| energy storage unit | 1 | 1 | 21 | 1 | 4 | 7 | 20 | 16 | 26 | 47 | 43 | 81 | 78 | 78 | 44 | 94 | 92 | 101 | 201 | 176 |
| secondary battery lithium | 6 | 15 | 4 | 10 | 8 | 13 | 10 | 13 | 21 | 25 | 40 | 46 | 69 | 69 | 90 | 96 | 106 | 70 | 125 | 177 |
| anode active material | 6 | 2 | 4 | 15 | 14 | 20 | 58 | 61 | 65 | 55 | 77 | 80 | 92 | 113 | 211 | 108 | 74 | 117 | 166 | 175 |
| transition metal oxide | 3 | 7 | 3 | 9 | 3 | 10 | 20 | 18 | 13 | 28 | 38 | 49 | 54 | 68 | 91 | 132 | 106 | 80 | 83 | 167 |
| active material particle | 4 | 6 | 12 | 6 | 14 | 19 | 41 | 32 | 32 | 36 | 38 | 57 | 94 | 93 | 93 | 150 | 161 | 213 | 199 | 164 |
| collector electrode active | 1 | 2 | 4 | 1 | 3 | 6 | 4 | 15 | 13 | 15 | 28 | 68 | 44 | 92 | 109 | 67 | 67 | 72 | 82 | 157 |
| active material electrode | 27 | 23 | 13 | 15 | 20 | 20 | 32 | 34 | 37 | 40 | 52 | 107 | 119 | 126 | 118 | 161 | 128 | 131 | 123 | 182 |
| electrical energy storage | 1 | 3 | 10 | 15 | 18 | 3 | 16 | 38 | 15 | 28 | 52 | 32 | 89 | 116 | 74 | 77 | 79 | 100 | 125 | 153 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 13 | 23 | 33 | 115 | 105 | 183 | 172 | 154 | 223 | 143 | 148 |
| redox flow battery | 0 | 0 | 8 | 12 | 2 | 1 | 0 | 0 | 0 | 2 | 2 | 22 | 44 | 30 | 50 | 93 | 86 | 102 | 120 | 146 |
| power storage element | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 11 | 10 | 4 | 46 | 58 | 93 | 112 | 160 | 162 | 170 | 143 |
| material electrode active | 7 | 4 | 4 | 5 | 5 | 14 | 11 | 18 | 17 | 33 | 27 | 50 | 82 | 78 | 69 | 84 | 89 | 70 | 84 | 146 |
| material lithium ion | 5 | 10 | 3 | 13 | 5 | 17 | 12 | 18 | 23 | 33 | 63 | 106 | 162 | 134 | 153 | 181 | 142 | 125 | 126 | 140 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 30 | 27 | 41 | 53 | 92 | 121 | 173 | 96 | 113 | 136 | 134 |
| non-aqueous electrolyte secondary | 16 | 20 | 27 | 33 | 19 | 17 | 41 | 38 | 51 | 47 | 35 | 77 | 117 | 95 | 134 | 114 | 105 | 91 | 78 | 147 |
| lithium transition metal | 8 | 16 | 6 | 19 | 24 | 31 | 20 | 19 | 36 | 29 | 42 | 74 | 75 | 82 | 106 | 138 | 112 | 87 | 112 | 138 |
| battery module plurality | 1 | 4 | 0 | 2 | 0 | 5 | 17 | 3 | 15 | 15 | 18 | 52 | 62 | 71 | 65 | 71 | 60 | 64 | 117 | 127 |
| material lithium secondary | 11 | 22 | 21 | 21 | 33 | 32 | 27 | 27 | 26 | 50 | 54 | 81 | 125 | 105 | 134 | 99 | 102 | 80 | 84 | 130 |
| electric vehicle charging | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 9 | 25 | 48 | 93 | 113 | 65 | 53 | 38 | 50 | 64 | 118 |
| battery electrode active | 5 | 7 | 9 | 13 | 21 | 14 | 22 | 44 | 25 | 36 | 39 | 77 | 128 | 120 | 115 | 133 | 111 | 133 | 102 | 122 |
| power supply circuit | 10 | 12 | 27 | 14 | 11 | 25 | 12 | 44 | 38 | 26 | 31 | 59 | 71 | 59 | 73 | 37 | 63 | 101 | 100 | 127 |
| battery cell electrode | 0 | 1 | 4 | 1 | 1 | 2 | 2 | 8 | 2 | 11 | 14 | 24 | 30 | 59 | 42 | 43 | 53 | 47 | 72 | 117 |
| control unit configured | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 6 | 6 | 9 | 13 | 34 | 34 | 42 | 46 | 50 | 62 | 61 | 114 |
| state secondary battery | 0 | 4 | 2 | 1 | 3 | 3 | 4 | 5 | 9 | 9 | 16 | 23 | 31 | 41 | 28 | 27 | 57 | 96 | 45 | 112 |
| electrode lithium secondary | 4 | 8 | 11 | 10 | 17 | 19 | 8 | 13 | 17 | 19 | 29 | 39 | 31 | 48 | 35 | 28 | 38 | 39 | 74 | 114 |
# After actully fixing the 'aqueous' issue
growing_list_abstract_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 89 | 82 | 72 | 121 | 136 | 157 | 241 | 278 | 294 | 356 | 427 | 991 | 1,253 | 1,288 | 1,323 | 1,386 | 1,273 | 1,308 | 1,382 | 1,990 |
| active material layer | 17 | 9 | 29 | 27 | 37 | 96 | 114 | 143 | 134 | 188 | 186 | 364 | 419 | 553 | 499 | 383 | 336 | 510 | 619 | 883 |
| lithium secondary battery | 46 | 91 | 72 | 65 | 112 | 128 | 192 | 140 | 124 | 178 | 222 | 340 | 451 | 487 | 490 | 410 | 492 | 374 | 540 | 844 |
| lithium ion battery | 15 | 26 | 41 | 31 | 16 | 49 | 58 | 83 | 99 | 121 | 197 | 321 | 476 | 421 | 449 | 520 | 618 | 568 | 702 | 685 |
| energy storage device | 5 | 41 | 27 | 39 | 33 | 20 | 44 | 70 | 109 | 94 | 147 | 183 | 224 | 367 | 367 | 277 | 370 | 538 | 576 | 648 |
| secondary battery electrode | 29 | 27 | 21 | 25 | 55 | 82 | 113 | 109 | 95 | 122 | 146 | 286 | 417 | 422 | 384 | 400 | 419 | 441 | 435 | 593 |
| electrode current collector | 7 | 7 | 10 | 12 | 15 | 15 | 24 | 46 | 57 | 104 | 96 | 135 | 206 | 171 | 155 | 172 | 215 | 226 | 412 | 539 |
| power storage device | 11 | 3 | 7 | 10 | 2 | 8 | 4 | 30 | 69 | 37 | 183 | 166 | 317 | 310 | 361 | 311 | 311 | 520 | 293 | 394 |
| electrolyte secondary battery | 25 | 27 | 41 | 36 | 65 | 74 | 110 | 118 | 180 | 129 | 113 | 214 | 301 | 269 | 437 | 425 | 412 | 286 | 264 | 405 |
| non-aqueous electrolyte secondary | 24 | 38 | 45 | 46 | 67 | 75 | 109 | 116 | 182 | 135 | 121 | 216 | 307 | 288 | 447 | 425 | 419 | 284 | 248 | 384 |
| plurality battery cell | 3 | 1 | 3 | 1 | 7 | 9 | 10 | 28 | 26 | 29 | 32 | 135 | 175 | 229 | 177 | 206 | 212 | 232 | 314 | 351 |
| ion secondary battery | 10 | 25 | 15 | 23 | 32 | 58 | 68 | 73 | 75 | 81 | 162 | 261 | 331 | 409 | 428 | 468 | 388 | 337 | 300 | 357 |
| power supply device | 11 | 3 | 25 | 7 | 20 | 28 | 35 | 28 | 84 | 60 | 80 | 140 | 227 | 259 | 285 | 222 | 228 | 256 | 281 | 348 |
| lithium ion secondary | 12 | 29 | 18 | 30 | 33 | 63 | 72 | 74 | 76 | 84 | 164 | 270 | 366 | 418 | 442 | 506 | 379 | 342 | 291 | 345 |
| current collector electrode | 5 | 8 | 6 | 4 | 8 | 11 | 12 | 27 | 37 | 45 | 56 | 127 | 113 | 114 | 138 | 97 | 137 | 138 | 217 | 323 |
| active material lithium | 17 | 24 | 16 | 28 | 27 | 36 | 36 | 43 | 48 | 65 | 100 | 168 | 256 | 183 | 225 | 255 | 222 | 177 | 160 | 266 |
| cathode active material | 6 | 10 | 23 | 31 | 9 | 28 | 59 | 49 | 44 | 64 | 92 | 79 | 146 | 168 | 199 | 182 | 168 | 198 | 211 | 247 |
| power supply system | 7 | 20 | 25 | 18 | 27 | 21 | 32 | 52 | 47 | 59 | 82 | 150 | 187 | 162 | 165 | 145 | 166 | 185 | 218 | 241 |
| energy storage system | 0 | 7 | 0 | 8 | 2 | 11 | 6 | 25 | 35 | 32 | 46 | 93 | 80 | 116 | 121 | 106 | 138 | 165 | 200 | 222 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 4 | 14 | 25 | 38 | 26 | 56 | 87 | 93 | 89 | 111 | 151 | 98 | 170 | 219 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 3 | 0 | 3 | 3 | 19 | 11 | 21 | 48 | 46 | 92 | 43 | 70 | 68 | 105 | 126 | 208 |
| solid state battery | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 5 | 4 | 3 | 11 | 29 | 58 | 49 | 29 | 33 | 53 | 95 | 198 |
| layer electrode active | 3 | 1 | 2 | 3 | 3 | 5 | 6 | 17 | 12 | 20 | 30 | 60 | 71 | 93 | 85 | 112 | 102 | 105 | 120 | 200 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 3 | 11 | 30 | 39 | 20 | 22 | 61 | 91 | 113 | 97 | 147 | 107 | 139 | 163 | 185 |
| material layer electrode | 2 | 0 | 1 | 3 | 3 | 11 | 15 | 19 | 9 | 30 | 34 | 76 | 79 | 89 | 82 | 86 | 74 | 101 | 91 | 178 |
| energy storage unit | 1 | 1 | 21 | 1 | 4 | 7 | 20 | 16 | 26 | 47 | 43 | 81 | 78 | 78 | 44 | 94 | 92 | 101 | 201 | 176 |
| secondary battery lithium | 6 | 15 | 4 | 10 | 8 | 13 | 10 | 13 | 21 | 25 | 40 | 46 | 69 | 69 | 90 | 96 | 106 | 70 | 125 | 177 |
| anode active material | 6 | 2 | 4 | 15 | 14 | 20 | 58 | 61 | 65 | 55 | 77 | 80 | 92 | 113 | 211 | 108 | 74 | 117 | 166 | 175 |
| transition metal oxide | 3 | 7 | 3 | 9 | 3 | 10 | 20 | 18 | 13 | 28 | 38 | 49 | 54 | 68 | 91 | 132 | 106 | 80 | 83 | 167 |
| active material particle | 4 | 6 | 12 | 6 | 14 | 19 | 41 | 32 | 32 | 36 | 38 | 57 | 94 | 93 | 93 | 150 | 161 | 213 | 199 | 164 |
| collector electrode active | 1 | 2 | 4 | 1 | 3 | 6 | 4 | 15 | 13 | 15 | 28 | 68 | 44 | 92 | 109 | 67 | 67 | 72 | 82 | 157 |
| active material electrode | 27 | 23 | 13 | 15 | 20 | 20 | 32 | 34 | 37 | 40 | 52 | 107 | 119 | 126 | 118 | 161 | 128 | 131 | 123 | 182 |
| electrical energy storage | 1 | 3 | 10 | 15 | 18 | 3 | 16 | 38 | 15 | 28 | 52 | 32 | 89 | 116 | 74 | 77 | 79 | 100 | 125 | 153 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 13 | 23 | 33 | 115 | 105 | 183 | 172 | 154 | 223 | 143 | 148 |
| redox flow battery | 0 | 0 | 8 | 12 | 2 | 1 | 0 | 0 | 0 | 2 | 2 | 22 | 44 | 30 | 50 | 93 | 86 | 102 | 120 | 146 |
| power storage element | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 11 | 10 | 4 | 46 | 58 | 93 | 112 | 160 | 162 | 170 | 143 |
| material electrode active | 7 | 4 | 4 | 5 | 5 | 14 | 11 | 18 | 17 | 33 | 27 | 50 | 82 | 78 | 69 | 84 | 89 | 70 | 84 | 146 |
| material lithium ion | 5 | 10 | 3 | 13 | 5 | 17 | 12 | 18 | 23 | 33 | 63 | 106 | 162 | 134 | 153 | 181 | 142 | 125 | 126 | 140 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 30 | 27 | 41 | 53 | 92 | 121 | 173 | 96 | 113 | 136 | 134 |
| lithium transition metal | 8 | 16 | 6 | 19 | 24 | 31 | 20 | 19 | 36 | 29 | 42 | 74 | 75 | 82 | 106 | 138 | 112 | 87 | 112 | 138 |
| battery module plurality | 1 | 4 | 0 | 2 | 0 | 5 | 17 | 3 | 15 | 15 | 18 | 52 | 62 | 71 | 65 | 71 | 60 | 64 | 117 | 127 |
| non-aqueous electrolyte solution | 3 | 9 | 5 | 0 | 11 | 13 | 12 | 12 | 22 | 14 | 31 | 42 | 62 | 61 | 70 | 45 | 54 | 37 | 68 | 125 |
| material lithium secondary | 11 | 22 | 21 | 21 | 33 | 32 | 27 | 27 | 26 | 50 | 54 | 81 | 125 | 105 | 134 | 99 | 102 | 80 | 84 | 130 |
| electric vehicle charging | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 9 | 25 | 48 | 93 | 113 | 65 | 53 | 38 | 50 | 64 | 118 |
| battery electrode active | 5 | 7 | 9 | 13 | 21 | 14 | 22 | 44 | 25 | 36 | 39 | 77 | 128 | 120 | 115 | 133 | 111 | 133 | 102 | 122 |
| power supply circuit | 10 | 12 | 27 | 14 | 11 | 25 | 12 | 44 | 38 | 26 | 31 | 59 | 71 | 59 | 73 | 37 | 63 | 101 | 100 | 127 |
| battery cell electrode | 0 | 1 | 4 | 1 | 1 | 2 | 2 | 8 | 2 | 11 | 14 | 24 | 30 | 59 | 42 | 43 | 53 | 47 | 72 | 117 |
| control unit configured | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 6 | 6 | 9 | 13 | 34 | 34 | 42 | 46 | 50 | 62 | 61 | 114 |
| state secondary battery | 0 | 4 | 2 | 1 | 3 | 3 | 4 | 5 | 9 | 9 | 16 | 23 | 31 | 41 | 28 | 27 | 57 | 96 | 45 | 112 |
| electrode lithium secondary | 4 | 8 | 11 | 10 | 17 | 19 | 8 | 13 | 17 | 19 | 29 | 39 | 31 | 48 | 35 | 28 | 38 | 39 | 74 | 114 |
# Generate LaTeX code
generate_latex_code(growing_list_abstract_3[1])
\begin{tabularx}{\linewidth} {| >{\raggedright\arraybackslash}p{3.7cm}| >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | }
\mc{} & \mc{2000} & \mc{2001} & \mc{2002} & \mc{2003} & \mc{2004} & \mc{2005} & \mc{2006} & \mc{2007} & \mc{2008} & \mc{2009} & \mc{2010} & \mc{2011} & \mc{2012} & \mc{2013} & \mc{2014} & \mc{2015} & \mc{2016} & \mc{2017} & \mc{2018} & \mc{2019} \\
\hline
\hline
electrode active material & \cellcolor{blue!0.8863399374348279!white}\textcolor{black}{89} & \cellcolor{blue!0.5213764337851928!white}\textcolor{black}{82} & \cellcolor{blue!0.0!white}\textcolor{black}{72} & \cellcolor{blue!2.5547445255474455!white}\textcolor{black}{121} & \cellcolor{blue!3.3368091762252345!white}\textcolor{black}{136} & \cellcolor{blue!4.43169968717414!white}\textcolor{black}{157} & \cellcolor{blue!8.811261730969761!white}\textcolor{black}{241} & \cellcolor{blue!10.740354535974973!white}\textcolor{black}{278} & \cellcolor{blue!11.574556830031282!white}\textcolor{black}{294} & \cellcolor{blue!14.80709071949948!white}\textcolor{black}{356} & \cellcolor{blue!18.50886339937435!white}\textcolor{black}{427} & \cellcolor{blue!47.91449426485923!white}\textcolor{white}{991} & \cellcolor{blue!61.57455683003128!white}\textcolor{white}{1253} & \cellcolor{blue!63.39937434827946!white}\textcolor{white}{1288} & \cellcolor{blue!65.22419186652763!white}\textcolor{white}{1323} & \cellcolor{blue!68.50886339937435!white}\textcolor{white}{1386} & \cellcolor{blue!62.61730969760166!white}\textcolor{white}{1273} & \cellcolor{blue!64.44212721584984!white}\textcolor{white}{1308} & \cellcolor{blue!68.30031282586027!white}\textcolor{white}{1382} & \cellcolor{blue!100.0!white}\textcolor{white}{1990} \\
\hline
active material layer & \cellcolor{blue!0.9153318077803204!white}\textcolor{black}{17} & \cellcolor{blue!0.0!white}\textcolor{black}{9} & \cellcolor{blue!2.2883295194508007!white}\textcolor{black}{29} & \cellcolor{blue!2.059496567505721!white}\textcolor{black}{27} & \cellcolor{blue!3.203661327231121!white}\textcolor{black}{37} & \cellcolor{blue!9.954233409610984!white}\textcolor{black}{96} & \cellcolor{blue!12.013729977116705!white}\textcolor{black}{114} & \cellcolor{blue!15.331807780320366!white}\textcolor{black}{143} & \cellcolor{blue!14.302059496567507!white}\textcolor{black}{134} & \cellcolor{blue!20.48054919908467!white}\textcolor{black}{188} & \cellcolor{blue!20.251716247139587!white}\textcolor{black}{186} & \cellcolor{blue!40.61784897025172!white}\textcolor{white}{364} & \cellcolor{blue!46.910755148741416!white}\textcolor{white}{419} & \cellcolor{blue!62.24256292906178!white}\textcolor{white}{553} & \cellcolor{blue!56.06407322654462!white}\textcolor{white}{499} & \cellcolor{blue!42.79176201372998!white}\textcolor{white}{383} & \cellcolor{blue!37.4141876430206!white}\textcolor{black}{336} & \cellcolor{blue!57.32265446224256!white}\textcolor{white}{510} & \cellcolor{blue!69.79405034324942!white}\textcolor{white}{619} & \cellcolor{blue!100.0!white}\textcolor{white}{883} \\
\hline
lithium secondary battery & \cellcolor{blue!0.0!white}\textcolor{black}{46} & \cellcolor{blue!5.639097744360902!white}\textcolor{black}{91} & \cellcolor{blue!3.258145363408521!white}\textcolor{black}{72} & \cellcolor{blue!2.380952380952381!white}\textcolor{black}{65} & \cellcolor{blue!8.270676691729323!white}\textcolor{black}{112} & \cellcolor{blue!10.275689223057643!white}\textcolor{black}{128} & \cellcolor{blue!18.295739348370926!white}\textcolor{black}{192} & \cellcolor{blue!11.779448621553884!white}\textcolor{black}{140} & \cellcolor{blue!9.774436090225564!white}\textcolor{black}{124} & \cellcolor{blue!16.541353383458645!white}\textcolor{black}{178} & \cellcolor{blue!22.05513784461153!white}\textcolor{black}{222} & \cellcolor{blue!36.84210526315789!white}\textcolor{black}{340} & \cellcolor{blue!50.75187969924813!white}\textcolor{white}{451} & \cellcolor{blue!55.26315789473685!white}\textcolor{white}{487} & \cellcolor{blue!55.639097744360896!white}\textcolor{white}{490} & \cellcolor{blue!45.614035087719294!white}\textcolor{white}{410} & \cellcolor{blue!55.88972431077694!white}\textcolor{white}{492} & \cellcolor{blue!41.10275689223057!white}\textcolor{white}{374} & \cellcolor{blue!61.904761904761905!white}\textcolor{white}{540} & \cellcolor{blue!100.0!white}\textcolor{white}{844} \\
\hline
lithium ion battery & \cellcolor{blue!0.0!white}\textcolor{black}{15} & \cellcolor{blue!1.6011644832605532!white}\textcolor{black}{26} & \cellcolor{blue!3.7845705967976713!white}\textcolor{black}{41} & \cellcolor{blue!2.3289665211062593!white}\textcolor{black}{31} & \cellcolor{blue!0.1455604075691412!white}\textcolor{black}{16} & \cellcolor{blue!4.9490538573508!white}\textcolor{black}{49} & \cellcolor{blue!6.259097525473072!white}\textcolor{black}{58} & \cellcolor{blue!9.8981077147016!white}\textcolor{black}{83} & \cellcolor{blue!12.22707423580786!white}\textcolor{black}{99} & \cellcolor{blue!15.429403202328967!white}\textcolor{black}{121} & \cellcolor{blue!26.4919941775837!white}\textcolor{black}{197} & \cellcolor{blue!44.54148471615721!white}\textcolor{white}{321} & \cellcolor{blue!67.10334788937409!white}\textcolor{white}{476} & \cellcolor{blue!59.09752547307132!white}\textcolor{white}{421} & \cellcolor{blue!63.17321688500728!white}\textcolor{white}{449} & \cellcolor{blue!73.5080058224163!white}\textcolor{white}{520} & \cellcolor{blue!87.77292576419214!white}\textcolor{white}{618} & \cellcolor{blue!80.49490538573508!white}\textcolor{white}{568} & \cellcolor{blue!100.0!white}\textcolor{white}{702} & \cellcolor{blue!97.5254730713246!white}\textcolor{white}{685} \\
\hline
energy storage device & \cellcolor{blue!0.0!white}\textcolor{black}{5} & \cellcolor{blue!5.598755832037325!white}\textcolor{black}{41} & \cellcolor{blue!3.421461897356143!white}\textcolor{black}{27} & \cellcolor{blue!5.287713841368585!white}\textcolor{black}{39} & \cellcolor{blue!4.354587869362364!white}\textcolor{black}{33} & \cellcolor{blue!2.332814930015552!white}\textcolor{black}{20} & \cellcolor{blue!6.065318818040436!white}\textcolor{black}{44} & \cellcolor{blue!10.10886469673406!white}\textcolor{black}{70} & \cellcolor{blue!16.174183514774494!white}\textcolor{black}{109} & \cellcolor{blue!13.841368584758943!white}\textcolor{black}{94} & \cellcolor{blue!22.08398133748056!white}\textcolor{black}{147} & \cellcolor{blue!27.682737169517885!white}\textcolor{black}{183} & \cellcolor{blue!34.05909797822706!white}\textcolor{black}{224} & \cellcolor{blue!56.298600311041994!white}\textcolor{white}{367} & \cellcolor{blue!56.298600311041994!white}\textcolor{white}{367} & \cellcolor{blue!42.30171073094868!white}\textcolor{white}{277} & \cellcolor{blue!56.7651632970451!white}\textcolor{white}{370} & \cellcolor{blue!82.89269051321928!white}\textcolor{white}{538} & \cellcolor{blue!88.80248833592535!white}\textcolor{white}{576} & \cellcolor{blue!100.0!white}\textcolor{white}{648} \\
\hline
secondary battery electrode & \cellcolor{blue!1.3986013986013985!white}\textcolor{black}{29} & \cellcolor{blue!1.048951048951049!white}\textcolor{black}{27} & \cellcolor{blue!0.0!white}\textcolor{black}{21} & \cellcolor{blue!0.6993006993006993!white}\textcolor{black}{25} & \cellcolor{blue!5.944055944055944!white}\textcolor{black}{55} & \cellcolor{blue!10.664335664335663!white}\textcolor{black}{82} & \cellcolor{blue!16.083916083916083!white}\textcolor{black}{113} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{109} & \cellcolor{blue!12.937062937062937!white}\textcolor{black}{95} & \cellcolor{blue!17.657342657342657!white}\textcolor{black}{122} & \cellcolor{blue!21.853146853146853!white}\textcolor{black}{146} & \cellcolor{blue!46.32867132867133!white}\textcolor{white}{286} & \cellcolor{blue!69.23076923076923!white}\textcolor{white}{417} & \cellcolor{blue!70.1048951048951!white}\textcolor{white}{422} & \cellcolor{blue!63.46153846153846!white}\textcolor{white}{384} & \cellcolor{blue!66.25874125874127!white}\textcolor{white}{400} & \cellcolor{blue!69.58041958041959!white}\textcolor{white}{419} & \cellcolor{blue!73.42657342657343!white}\textcolor{white}{441} & \cellcolor{blue!72.37762237762237!white}\textcolor{white}{435} & \cellcolor{blue!100.0!white}\textcolor{white}{593} \\
\hline
electrode current collector & \cellcolor{blue!0.0!white}\textcolor{black}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{7} & \cellcolor{blue!0.5639097744360901!white}\textcolor{black}{10} & \cellcolor{blue!0.9398496240601504!white}\textcolor{black}{12} & \cellcolor{blue!1.5037593984962405!white}\textcolor{black}{15} & \cellcolor{blue!1.5037593984962405!white}\textcolor{black}{15} & \cellcolor{blue!3.195488721804511!white}\textcolor{black}{24} & \cellcolor{blue!7.330827067669173!white}\textcolor{black}{46} & \cellcolor{blue!9.398496240601503!white}\textcolor{black}{57} & \cellcolor{blue!18.23308270676692!white}\textcolor{black}{104} & \cellcolor{blue!16.729323308270676!white}\textcolor{black}{96} & \cellcolor{blue!24.06015037593985!white}\textcolor{black}{135} & \cellcolor{blue!37.40601503759399!white}\textcolor{black}{206} & \cellcolor{blue!30.82706766917293!white}\textcolor{black}{171} & \cellcolor{blue!27.819548872180448!white}\textcolor{black}{155} & \cellcolor{blue!31.015037593984964!white}\textcolor{black}{172} & \cellcolor{blue!39.097744360902254!white}\textcolor{black}{215} & \cellcolor{blue!41.16541353383459!white}\textcolor{white}{226} & \cellcolor{blue!76.12781954887218!white}\textcolor{white}{412} & \cellcolor{blue!100.0!white}\textcolor{white}{539} \\
\hline
power storage device & \cellcolor{blue!1.7374517374517375!white}\textcolor{black}{11} & \cellcolor{blue!0.19305019305019305!white}\textcolor{black}{3} & \cellcolor{blue!0.9652509652509652!white}\textcolor{black}{7} & \cellcolor{blue!1.5444015444015444!white}\textcolor{black}{10} & \cellcolor{blue!0.0!white}\textcolor{black}{2} & \cellcolor{blue!1.1583011583011582!white}\textcolor{black}{8} & \cellcolor{blue!0.3861003861003861!white}\textcolor{black}{4} & \cellcolor{blue!5.405405405405405!white}\textcolor{black}{30} & \cellcolor{blue!12.934362934362934!white}\textcolor{black}{69} & \cellcolor{blue!6.756756756756757!white}\textcolor{black}{37} & \cellcolor{blue!34.942084942084946!white}\textcolor{black}{183} & \cellcolor{blue!31.66023166023166!white}\textcolor{black}{166} & \cellcolor{blue!60.810810810810814!white}\textcolor{white}{317} & \cellcolor{blue!59.45945945945946!white}\textcolor{white}{310} & \cellcolor{blue!69.3050193050193!white}\textcolor{white}{361} & \cellcolor{blue!59.65250965250966!white}\textcolor{white}{311} & \cellcolor{blue!59.65250965250966!white}\textcolor{white}{311} & \cellcolor{blue!100.0!white}\textcolor{white}{520} & \cellcolor{blue!56.17760617760618!white}\textcolor{white}{293} & \cellcolor{blue!75.67567567567568!white}\textcolor{white}{394} \\
\hline
electrolyte secondary battery & \cellcolor{blue!0.0!white}\textcolor{black}{25} & \cellcolor{blue!0.48543689320388345!white}\textcolor{black}{27} & \cellcolor{blue!3.8834951456310676!white}\textcolor{black}{41} & \cellcolor{blue!2.669902912621359!white}\textcolor{black}{36} & \cellcolor{blue!9.70873786407767!white}\textcolor{black}{65} & \cellcolor{blue!11.893203883495145!white}\textcolor{black}{74} & \cellcolor{blue!20.631067961165048!white}\textcolor{black}{110} & \cellcolor{blue!22.572815533980584!white}\textcolor{black}{118} & \cellcolor{blue!37.62135922330097!white}\textcolor{black}{180} & \cellcolor{blue!25.24271844660194!white}\textcolor{black}{129} & \cellcolor{blue!21.35922330097087!white}\textcolor{black}{113} & \cellcolor{blue!45.87378640776699!white}\textcolor{white}{214} & \cellcolor{blue!66.99029126213593!white}\textcolor{white}{301} & \cellcolor{blue!59.22330097087378!white}\textcolor{white}{269} & \cellcolor{blue!100.0!white}\textcolor{white}{437} & \cellcolor{blue!97.0873786407767!white}\textcolor{white}{425} & \cellcolor{blue!93.93203883495146!white}\textcolor{white}{412} & \cellcolor{blue!63.3495145631068!white}\textcolor{white}{286} & \cellcolor{blue!58.009708737864074!white}\textcolor{white}{264} & \cellcolor{blue!92.23300970873787!white}\textcolor{white}{405} \\
\hline
non-aqueous electrolyte secondary & \cellcolor{blue!0.0!white}\textcolor{black}{24} & \cellcolor{blue!3.309692671394799!white}\textcolor{black}{38} & \cellcolor{blue!4.964539007092199!white}\textcolor{black}{45} & \cellcolor{blue!5.200945626477541!white}\textcolor{black}{46} & \cellcolor{blue!10.16548463356974!white}\textcolor{black}{67} & \cellcolor{blue!12.056737588652481!white}\textcolor{black}{75} & \cellcolor{blue!20.094562647754138!white}\textcolor{black}{109} & \cellcolor{blue!21.749408983451538!white}\textcolor{black}{116} & \cellcolor{blue!37.35224586288416!white}\textcolor{black}{182} & \cellcolor{blue!26.24113475177305!white}\textcolor{black}{135} & \cellcolor{blue!22.93144208037825!white}\textcolor{black}{121} & \cellcolor{blue!45.39007092198582!white}\textcolor{white}{216} & \cellcolor{blue!66.903073286052!white}\textcolor{white}{307} & \cellcolor{blue!62.4113475177305!white}\textcolor{white}{288} & \cellcolor{blue!100.0!white}\textcolor{white}{447} & \cellcolor{blue!94.79905437352247!white}\textcolor{white}{425} & \cellcolor{blue!93.3806146572104!white}\textcolor{white}{419} & \cellcolor{blue!61.46572104018912!white}\textcolor{white}{284} & \cellcolor{blue!52.95508274231678!white}\textcolor{white}{248} & \cellcolor{blue!85.1063829787234!white}\textcolor{white}{384} \\
\hline
plurality battery cell & \cellcolor{blue!0.5714285714285714!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.5714285714285714!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!1.7142857142857144!white}\textcolor{black}{7} & \cellcolor{blue!2.2857142857142856!white}\textcolor{black}{9} & \cellcolor{blue!2.571428571428571!white}\textcolor{black}{10} & \cellcolor{blue!7.7142857142857135!white}\textcolor{black}{28} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{26} & \cellcolor{blue!8.0!white}\textcolor{black}{29} & \cellcolor{blue!8.857142857142856!white}\textcolor{black}{32} & \cellcolor{blue!38.285714285714285!white}\textcolor{black}{135} & \cellcolor{blue!49.714285714285715!white}\textcolor{white}{175} & \cellcolor{blue!65.14285714285715!white}\textcolor{white}{229} & \cellcolor{blue!50.28571428571429!white}\textcolor{white}{177} & \cellcolor{blue!58.57142857142858!white}\textcolor{white}{206} & \cellcolor{blue!60.285714285714285!white}\textcolor{white}{212} & \cellcolor{blue!66.0!white}\textcolor{white}{232} & \cellcolor{blue!89.42857142857143!white}\textcolor{white}{314} & \cellcolor{blue!100.0!white}\textcolor{white}{351} \\
\hline
ion secondary battery & \cellcolor{blue!0.0!white}\textcolor{black}{10} & \cellcolor{blue!3.2751091703056767!white}\textcolor{black}{25} & \cellcolor{blue!1.0917030567685588!white}\textcolor{black}{15} & \cellcolor{blue!2.8384279475982535!white}\textcolor{black}{23} & \cellcolor{blue!4.8034934497816595!white}\textcolor{black}{32} & \cellcolor{blue!10.480349344978166!white}\textcolor{black}{58} & \cellcolor{blue!12.663755458515283!white}\textcolor{black}{68} & \cellcolor{blue!13.755458515283841!white}\textcolor{black}{73} & \cellcolor{blue!14.192139737991265!white}\textcolor{black}{75} & \cellcolor{blue!15.502183406113538!white}\textcolor{black}{81} & \cellcolor{blue!33.18777292576419!white}\textcolor{black}{162} & \cellcolor{blue!54.80349344978166!white}\textcolor{white}{261} & \cellcolor{blue!70.08733624454149!white}\textcolor{white}{331} & \cellcolor{blue!87.117903930131!white}\textcolor{white}{409} & \cellcolor{blue!91.26637554585153!white}\textcolor{white}{428} & \cellcolor{blue!100.0!white}\textcolor{white}{468} & \cellcolor{blue!82.53275109170306!white}\textcolor{white}{388} & \cellcolor{blue!71.39737991266377!white}\textcolor{white}{337} & \cellcolor{blue!63.31877729257642!white}\textcolor{white}{300} & \cellcolor{blue!75.764192139738!white}\textcolor{white}{357} \\
\hline
power supply device & \cellcolor{blue!2.318840579710145!white}\textcolor{black}{11} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!6.3768115942028984!white}\textcolor{black}{25} & \cellcolor{blue!1.1594202898550725!white}\textcolor{black}{7} & \cellcolor{blue!4.9275362318840585!white}\textcolor{black}{20} & \cellcolor{blue!7.246376811594203!white}\textcolor{black}{28} & \cellcolor{blue!9.27536231884058!white}\textcolor{black}{35} & \cellcolor{blue!7.246376811594203!white}\textcolor{black}{28} & \cellcolor{blue!23.47826086956522!white}\textcolor{black}{84} & \cellcolor{blue!16.52173913043478!white}\textcolor{black}{60} & \cellcolor{blue!22.318840579710145!white}\textcolor{black}{80} & \cellcolor{blue!39.710144927536234!white}\textcolor{black}{140} & \cellcolor{blue!64.92753623188405!white}\textcolor{white}{227} & \cellcolor{blue!74.20289855072464!white}\textcolor{white}{259} & \cellcolor{blue!81.73913043478261!white}\textcolor{white}{285} & \cellcolor{blue!63.47826086956522!white}\textcolor{white}{222} & \cellcolor{blue!65.21739130434783!white}\textcolor{white}{228} & \cellcolor{blue!73.33333333333333!white}\textcolor{white}{256} & \cellcolor{blue!80.57971014492755!white}\textcolor{white}{281} & \cellcolor{blue!100.0!white}\textcolor{white}{348} \\
\hline
lithium ion secondary & \cellcolor{blue!0.0!white}\textcolor{black}{12} & \cellcolor{blue!3.4412955465587043!white}\textcolor{black}{29} & \cellcolor{blue!1.214574898785425!white}\textcolor{black}{18} & \cellcolor{blue!3.643724696356275!white}\textcolor{black}{30} & \cellcolor{blue!4.251012145748987!white}\textcolor{black}{33} & \cellcolor{blue!10.323886639676113!white}\textcolor{black}{63} & \cellcolor{blue!12.145748987854251!white}\textcolor{black}{72} & \cellcolor{blue!12.550607287449392!white}\textcolor{black}{74} & \cellcolor{blue!12.955465587044534!white}\textcolor{black}{76} & \cellcolor{blue!14.5748987854251!white}\textcolor{black}{84} & \cellcolor{blue!30.76923076923077!white}\textcolor{black}{164} & \cellcolor{blue!52.226720647773284!white}\textcolor{white}{270} & \cellcolor{blue!71.65991902834008!white}\textcolor{white}{366} & \cellcolor{blue!82.18623481781377!white}\textcolor{white}{418} & \cellcolor{blue!87.04453441295547!white}\textcolor{white}{442} & \cellcolor{blue!100.0!white}\textcolor{white}{506} & \cellcolor{blue!74.2914979757085!white}\textcolor{white}{379} & \cellcolor{blue!66.80161943319838!white}\textcolor{white}{342} & \cellcolor{blue!56.477732793522264!white}\textcolor{white}{291} & \cellcolor{blue!67.4089068825911!white}\textcolor{white}{345} \\
\hline
current collector electrode & \cellcolor{blue!0.3134796238244514!white}\textcolor{black}{5} & \cellcolor{blue!1.2539184952978055!white}\textcolor{black}{8} & \cellcolor{blue!0.6269592476489028!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!1.2539184952978055!white}\textcolor{black}{8} & \cellcolor{blue!2.19435736677116!white}\textcolor{black}{11} & \cellcolor{blue!2.507836990595611!white}\textcolor{black}{12} & \cellcolor{blue!7.210031347962382!white}\textcolor{black}{27} & \cellcolor{blue!10.344827586206897!white}\textcolor{black}{37} & \cellcolor{blue!12.852664576802509!white}\textcolor{black}{45} & \cellcolor{blue!16.30094043887147!white}\textcolor{black}{56} & \cellcolor{blue!38.557993730407524!white}\textcolor{black}{127} & \cellcolor{blue!34.1692789968652!white}\textcolor{black}{113} & \cellcolor{blue!34.48275862068966!white}\textcolor{black}{114} & \cellcolor{blue!42.00626959247649!white}\textcolor{white}{138} & \cellcolor{blue!29.153605015673982!white}\textcolor{black}{97} & \cellcolor{blue!41.692789968652036!white}\textcolor{white}{137} & \cellcolor{blue!42.00626959247649!white}\textcolor{white}{138} & \cellcolor{blue!66.77115987460816!white}\textcolor{white}{217} & \cellcolor{blue!100.0!white}\textcolor{white}{323} \\
\hline
active material lithium & \cellcolor{blue!0.4!white}\textcolor{black}{17} & \cellcolor{blue!3.2!white}\textcolor{black}{24} & \cellcolor{blue!0.0!white}\textcolor{black}{16} & \cellcolor{blue!4.8!white}\textcolor{black}{28} & \cellcolor{blue!4.3999999999999995!white}\textcolor{black}{27} & \cellcolor{blue!8.0!white}\textcolor{black}{36} & \cellcolor{blue!8.0!white}\textcolor{black}{36} & \cellcolor{blue!10.8!white}\textcolor{black}{43} & \cellcolor{blue!12.8!white}\textcolor{black}{48} & \cellcolor{blue!19.6!white}\textcolor{black}{65} & \cellcolor{blue!33.6!white}\textcolor{black}{100} & \cellcolor{blue!60.8!white}\textcolor{white}{168} & \cellcolor{blue!96.0!white}\textcolor{white}{256} & \cellcolor{blue!66.8!white}\textcolor{white}{183} & \cellcolor{blue!83.6!white}\textcolor{white}{225} & \cellcolor{blue!95.6!white}\textcolor{white}{255} & \cellcolor{blue!82.39999999999999!white}\textcolor{white}{222} & \cellcolor{blue!64.4!white}\textcolor{white}{177} & \cellcolor{blue!57.599999999999994!white}\textcolor{white}{160} & \cellcolor{blue!100.0!white}\textcolor{white}{266} \\
\hline
cathode active material & \cellcolor{blue!0.0!white}\textcolor{black}{6} & \cellcolor{blue!1.6597510373443984!white}\textcolor{black}{10} & \cellcolor{blue!7.053941908713693!white}\textcolor{black}{23} & \cellcolor{blue!10.37344398340249!white}\textcolor{black}{31} & \cellcolor{blue!1.2448132780082988!white}\textcolor{black}{9} & \cellcolor{blue!9.12863070539419!white}\textcolor{black}{28} & \cellcolor{blue!21.991701244813278!white}\textcolor{black}{59} & \cellcolor{blue!17.842323651452283!white}\textcolor{black}{49} & \cellcolor{blue!15.767634854771783!white}\textcolor{black}{44} & \cellcolor{blue!24.066390041493776!white}\textcolor{black}{64} & \cellcolor{blue!35.684647302904565!white}\textcolor{black}{92} & \cellcolor{blue!30.29045643153527!white}\textcolor{black}{79} & \cellcolor{blue!58.09128630705395!white}\textcolor{white}{146} & \cellcolor{blue!67.21991701244814!white}\textcolor{white}{168} & \cellcolor{blue!80.08298755186722!white}\textcolor{white}{199} & \cellcolor{blue!73.02904564315352!white}\textcolor{white}{182} & \cellcolor{blue!67.21991701244814!white}\textcolor{white}{168} & \cellcolor{blue!79.66804979253112!white}\textcolor{white}{198} & \cellcolor{blue!85.06224066390041!white}\textcolor{white}{211} & \cellcolor{blue!100.0!white}\textcolor{white}{247} \\
\hline
power supply system & \cellcolor{blue!0.0!white}\textcolor{black}{7} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{20} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{25} & \cellcolor{blue!4.700854700854701!white}\textcolor{black}{18} & \cellcolor{blue!8.547008547008547!white}\textcolor{black}{27} & \cellcolor{blue!5.982905982905983!white}\textcolor{black}{21} & \cellcolor{blue!10.683760683760683!white}\textcolor{black}{32} & \cellcolor{blue!19.230769230769234!white}\textcolor{black}{52} & \cellcolor{blue!17.094017094017094!white}\textcolor{black}{47} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{59} & \cellcolor{blue!32.05128205128205!white}\textcolor{black}{82} & \cellcolor{blue!61.111111111111114!white}\textcolor{white}{150} & \cellcolor{blue!76.92307692307693!white}\textcolor{white}{187} & \cellcolor{blue!66.23931623931624!white}\textcolor{white}{162} & \cellcolor{blue!67.52136752136752!white}\textcolor{white}{165} & \cellcolor{blue!58.97435897435898!white}\textcolor{white}{145} & \cellcolor{blue!67.94871794871796!white}\textcolor{white}{166} & \cellcolor{blue!76.06837606837607!white}\textcolor{white}{185} & \cellcolor{blue!90.17094017094017!white}\textcolor{white}{218} & \cellcolor{blue!100.0!white}\textcolor{white}{241} \\
\hline
energy storage system & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.153153153153153!white}\textcolor{black}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.6036036036036037!white}\textcolor{black}{8} & \cellcolor{blue!0.9009009009009009!white}\textcolor{black}{2} & \cellcolor{blue!4.954954954954955!white}\textcolor{black}{11} & \cellcolor{blue!2.7027027027027026!white}\textcolor{black}{6} & \cellcolor{blue!11.26126126126126!white}\textcolor{black}{25} & \cellcolor{blue!15.765765765765765!white}\textcolor{black}{35} & \cellcolor{blue!14.414414414414415!white}\textcolor{black}{32} & \cellcolor{blue!20.72072072072072!white}\textcolor{black}{46} & \cellcolor{blue!41.891891891891895!white}\textcolor{white}{93} & \cellcolor{blue!36.03603603603604!white}\textcolor{black}{80} & \cellcolor{blue!52.25225225225225!white}\textcolor{white}{116} & \cellcolor{blue!54.5045045045045!white}\textcolor{white}{121} & \cellcolor{blue!47.74774774774775!white}\textcolor{white}{106} & \cellcolor{blue!62.16216216216216!white}\textcolor{white}{138} & \cellcolor{blue!74.32432432432432!white}\textcolor{white}{165} & \cellcolor{blue!90.09009009009009!white}\textcolor{white}{200} & \cellcolor{blue!100.0!white}\textcolor{white}{222} \\
\hline
electrode mixture layer & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.36986301369863!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.82648401826484!white}\textcolor{black}{4} & \cellcolor{blue!6.392694063926941!white}\textcolor{black}{14} & \cellcolor{blue!11.415525114155251!white}\textcolor{black}{25} & \cellcolor{blue!17.35159817351598!white}\textcolor{black}{38} & \cellcolor{blue!11.87214611872146!white}\textcolor{black}{26} & \cellcolor{blue!25.570776255707763!white}\textcolor{black}{56} & \cellcolor{blue!39.726027397260275!white}\textcolor{black}{87} & \cellcolor{blue!42.465753424657535!white}\textcolor{white}{93} & \cellcolor{blue!40.63926940639269!white}\textcolor{white}{89} & \cellcolor{blue!50.68493150684932!white}\textcolor{white}{111} & \cellcolor{blue!68.94977168949772!white}\textcolor{white}{151} & \cellcolor{blue!44.74885844748858!white}\textcolor{white}{98} & \cellcolor{blue!77.6255707762557!white}\textcolor{white}{170} & \cellcolor{blue!100.0!white}\textcolor{white}{219} \\
\hline
solid electrolyte layer & \cellcolor{blue!2.403846153846154!white}\textcolor{black}{5} & \cellcolor{blue!0.9615384615384616!white}\textcolor{black}{2} & \cellcolor{blue!0.4807692307692308!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.4423076923076923!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.4423076923076923!white}\textcolor{black}{3} & \cellcolor{blue!1.4423076923076923!white}\textcolor{black}{3} & \cellcolor{blue!9.134615384615383!white}\textcolor{black}{19} & \cellcolor{blue!5.288461538461538!white}\textcolor{black}{11} & \cellcolor{blue!10.096153846153847!white}\textcolor{black}{21} & \cellcolor{blue!23.076923076923077!white}\textcolor{black}{48} & \cellcolor{blue!22.115384615384613!white}\textcolor{black}{46} & \cellcolor{blue!44.230769230769226!white}\textcolor{white}{92} & \cellcolor{blue!20.673076923076923!white}\textcolor{black}{43} & \cellcolor{blue!33.65384615384615!white}\textcolor{black}{70} & \cellcolor{blue!32.69230769230769!white}\textcolor{black}{68} & \cellcolor{blue!50.480769230769226!white}\textcolor{white}{105} & \cellcolor{blue!60.57692307692307!white}\textcolor{white}{126} & \cellcolor{blue!100.0!white}\textcolor{white}{208} \\
\hline
solid state battery & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.5050505050505051!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.5050505050505051!white}\textcolor{black}{1} & \cellcolor{blue!1.0101010101010102!white}\textcolor{black}{2} & \cellcolor{blue!2.525252525252525!white}\textcolor{black}{5} & \cellcolor{blue!2.0202020202020203!white}\textcolor{black}{4} & \cellcolor{blue!1.5151515151515151!white}\textcolor{black}{3} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{11} & \cellcolor{blue!14.646464646464647!white}\textcolor{black}{29} & \cellcolor{blue!29.292929292929294!white}\textcolor{black}{58} & \cellcolor{blue!24.747474747474747!white}\textcolor{black}{49} & \cellcolor{blue!14.646464646464647!white}\textcolor{black}{29} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{33} & \cellcolor{blue!26.767676767676768!white}\textcolor{black}{53} & \cellcolor{blue!47.97979797979798!white}\textcolor{white}{95} & \cellcolor{blue!100.0!white}\textcolor{white}{198} \\
\hline
layer electrode active & \cellcolor{blue!1.0050251256281406!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.5025125628140703!white}\textcolor{black}{2} & \cellcolor{blue!1.0050251256281406!white}\textcolor{black}{3} & \cellcolor{blue!1.0050251256281406!white}\textcolor{black}{3} & \cellcolor{blue!2.0100502512562812!white}\textcolor{black}{5} & \cellcolor{blue!2.512562814070352!white}\textcolor{black}{6} & \cellcolor{blue!8.040201005025125!white}\textcolor{black}{17} & \cellcolor{blue!5.527638190954774!white}\textcolor{black}{12} & \cellcolor{blue!9.547738693467336!white}\textcolor{black}{20} & \cellcolor{blue!14.572864321608039!white}\textcolor{black}{30} & \cellcolor{blue!29.64824120603015!white}\textcolor{black}{60} & \cellcolor{blue!35.175879396984925!white}\textcolor{black}{71} & \cellcolor{blue!46.231155778894475!white}\textcolor{white}{93} & \cellcolor{blue!42.211055276381906!white}\textcolor{white}{85} & \cellcolor{blue!55.778894472361806!white}\textcolor{white}{112} & \cellcolor{blue!50.753768844221106!white}\textcolor{white}{102} & \cellcolor{blue!52.26130653266332!white}\textcolor{white}{105} & \cellcolor{blue!59.798994974874375!white}\textcolor{white}{120} & \cellcolor{blue!100.0!white}\textcolor{white}{200} \\
\hline
battery management system & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.6216216216216217!white}\textcolor{black}{3} & \cellcolor{blue!1.6216216216216217!white}\textcolor{black}{3} & \cellcolor{blue!0.5405405405405406!white}\textcolor{black}{1} & \cellcolor{blue!1.0810810810810811!white}\textcolor{black}{2} & \cellcolor{blue!1.6216216216216217!white}\textcolor{black}{3} & \cellcolor{blue!5.9459459459459465!white}\textcolor{black}{11} & \cellcolor{blue!16.216216216216218!white}\textcolor{black}{30} & \cellcolor{blue!21.08108108108108!white}\textcolor{black}{39} & \cellcolor{blue!10.81081081081081!white}\textcolor{black}{20} & \cellcolor{blue!11.891891891891893!white}\textcolor{black}{22} & \cellcolor{blue!32.972972972972975!white}\textcolor{black}{61} & \cellcolor{blue!49.18918918918919!white}\textcolor{white}{91} & \cellcolor{blue!61.08108108108108!white}\textcolor{white}{113} & \cellcolor{blue!52.43243243243243!white}\textcolor{white}{97} & \cellcolor{blue!79.45945945945945!white}\textcolor{white}{147} & \cellcolor{blue!57.83783783783784!white}\textcolor{white}{107} & \cellcolor{blue!75.13513513513513!white}\textcolor{white}{139} & \cellcolor{blue!88.10810810810811!white}\textcolor{white}{163} & \cellcolor{blue!100.0!white}\textcolor{white}{185} \\
\hline
material layer electrode & \cellcolor{blue!1.1235955056179776!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.5617977528089888!white}\textcolor{black}{1} & \cellcolor{blue!1.6853932584269662!white}\textcolor{black}{3} & \cellcolor{blue!1.6853932584269662!white}\textcolor{black}{3} & \cellcolor{blue!6.179775280898876!white}\textcolor{black}{11} & \cellcolor{blue!8.426966292134832!white}\textcolor{black}{15} & \cellcolor{blue!10.674157303370785!white}\textcolor{black}{19} & \cellcolor{blue!5.056179775280898!white}\textcolor{black}{9} & \cellcolor{blue!16.853932584269664!white}\textcolor{black}{30} & \cellcolor{blue!19.101123595505616!white}\textcolor{black}{34} & \cellcolor{blue!42.69662921348314!white}\textcolor{white}{76} & \cellcolor{blue!44.38202247191011!white}\textcolor{white}{79} & \cellcolor{blue!50.0!white}\textcolor{white}{89} & \cellcolor{blue!46.06741573033708!white}\textcolor{white}{82} & \cellcolor{blue!48.31460674157304!white}\textcolor{white}{86} & \cellcolor{blue!41.57303370786517!white}\textcolor{white}{74} & \cellcolor{blue!56.74157303370787!white}\textcolor{white}{101} & \cellcolor{blue!51.12359550561798!white}\textcolor{white}{91} & \cellcolor{blue!100.0!white}\textcolor{white}{178} \\
\hline
energy storage unit & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{21} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!1.5!white}\textcolor{black}{4} & \cellcolor{blue!3.0!white}\textcolor{black}{7} & \cellcolor{blue!9.5!white}\textcolor{black}{20} & \cellcolor{blue!7.5!white}\textcolor{black}{16} & \cellcolor{blue!12.5!white}\textcolor{black}{26} & \cellcolor{blue!23.0!white}\textcolor{black}{47} & \cellcolor{blue!21.0!white}\textcolor{black}{43} & \cellcolor{blue!40.0!white}\textcolor{white}{81} & \cellcolor{blue!38.5!white}\textcolor{black}{78} & \cellcolor{blue!38.5!white}\textcolor{black}{78} & \cellcolor{blue!21.5!white}\textcolor{black}{44} & \cellcolor{blue!46.5!white}\textcolor{white}{94} & \cellcolor{blue!45.5!white}\textcolor{white}{92} & \cellcolor{blue!50.0!white}\textcolor{white}{101} & \cellcolor{blue!100.0!white}\textcolor{white}{201} & \cellcolor{blue!87.5!white}\textcolor{white}{176} \\
\hline
secondary battery lithium & \cellcolor{blue!1.1560693641618496!white}\textcolor{black}{6} & \cellcolor{blue!6.358381502890173!white}\textcolor{black}{15} & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!3.4682080924855487!white}\textcolor{black}{10} & \cellcolor{blue!2.312138728323699!white}\textcolor{black}{8} & \cellcolor{blue!5.202312138728324!white}\textcolor{black}{13} & \cellcolor{blue!3.4682080924855487!white}\textcolor{black}{10} & \cellcolor{blue!5.202312138728324!white}\textcolor{black}{13} & \cellcolor{blue!9.826589595375722!white}\textcolor{black}{21} & \cellcolor{blue!12.138728323699421!white}\textcolor{black}{25} & \cellcolor{blue!20.809248554913296!white}\textcolor{black}{40} & \cellcolor{blue!24.277456647398843!white}\textcolor{black}{46} & \cellcolor{blue!37.57225433526011!white}\textcolor{black}{69} & \cellcolor{blue!37.57225433526011!white}\textcolor{black}{69} & \cellcolor{blue!49.71098265895954!white}\textcolor{white}{90} & \cellcolor{blue!53.179190751445084!white}\textcolor{white}{96} & \cellcolor{blue!58.95953757225434!white}\textcolor{white}{106} & \cellcolor{blue!38.15028901734104!white}\textcolor{black}{70} & \cellcolor{blue!69.94219653179191!white}\textcolor{white}{125} & \cellcolor{blue!100.0!white}\textcolor{white}{177} \\
\hline
anode active material & \cellcolor{blue!1.9138755980861244!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{2} & \cellcolor{blue!0.9569377990430622!white}\textcolor{black}{4} & \cellcolor{blue!6.220095693779904!white}\textcolor{black}{15} & \cellcolor{blue!5.741626794258373!white}\textcolor{black}{14} & \cellcolor{blue!8.61244019138756!white}\textcolor{black}{20} & \cellcolor{blue!26.794258373205743!white}\textcolor{black}{58} & \cellcolor{blue!28.22966507177033!white}\textcolor{black}{61} & \cellcolor{blue!30.14354066985646!white}\textcolor{black}{65} & \cellcolor{blue!25.358851674641148!white}\textcolor{black}{55} & \cellcolor{blue!35.88516746411483!white}\textcolor{black}{77} & \cellcolor{blue!37.32057416267943!white}\textcolor{black}{80} & \cellcolor{blue!43.0622009569378!white}\textcolor{white}{92} & \cellcolor{blue!53.110047846889955!white}\textcolor{white}{113} & \cellcolor{blue!100.0!white}\textcolor{white}{211} & \cellcolor{blue!50.717703349282296!white}\textcolor{white}{108} & \cellcolor{blue!34.44976076555024!white}\textcolor{black}{74} & \cellcolor{blue!55.02392344497608!white}\textcolor{white}{117} & \cellcolor{blue!78.4688995215311!white}\textcolor{white}{166} & \cellcolor{blue!82.77511961722487!white}\textcolor{white}{175} \\
\hline
transition metal oxide & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!2.4390243902439024!white}\textcolor{black}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!3.6585365853658534!white}\textcolor{black}{9} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!4.2682926829268295!white}\textcolor{black}{10} & \cellcolor{blue!10.365853658536585!white}\textcolor{black}{20} & \cellcolor{blue!9.146341463414634!white}\textcolor{black}{18} & \cellcolor{blue!6.097560975609756!white}\textcolor{black}{13} & \cellcolor{blue!15.24390243902439!white}\textcolor{black}{28} & \cellcolor{blue!21.341463414634145!white}\textcolor{black}{38} & \cellcolor{blue!28.04878048780488!white}\textcolor{black}{49} & \cellcolor{blue!31.097560975609756!white}\textcolor{black}{54} & \cellcolor{blue!39.63414634146341!white}\textcolor{black}{68} & \cellcolor{blue!53.65853658536586!white}\textcolor{white}{91} & \cellcolor{blue!78.65853658536585!white}\textcolor{white}{132} & \cellcolor{blue!62.80487804878049!white}\textcolor{white}{106} & \cellcolor{blue!46.95121951219512!white}\textcolor{white}{80} & \cellcolor{blue!48.78048780487805!white}\textcolor{white}{83} & \cellcolor{blue!100.0!white}\textcolor{white}{167} \\
\hline
active material particle & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!0.9569377990430622!white}\textcolor{black}{6} & \cellcolor{blue!3.827751196172249!white}\textcolor{black}{12} & \cellcolor{blue!0.9569377990430622!white}\textcolor{black}{6} & \cellcolor{blue!4.784688995215311!white}\textcolor{black}{14} & \cellcolor{blue!7.177033492822966!white}\textcolor{black}{19} & \cellcolor{blue!17.703349282296653!white}\textcolor{black}{41} & \cellcolor{blue!13.397129186602871!white}\textcolor{black}{32} & \cellcolor{blue!13.397129186602871!white}\textcolor{black}{32} & \cellcolor{blue!15.311004784688995!white}\textcolor{black}{36} & \cellcolor{blue!16.267942583732058!white}\textcolor{black}{38} & \cellcolor{blue!25.358851674641148!white}\textcolor{black}{57} & \cellcolor{blue!43.0622009569378!white}\textcolor{white}{94} & \cellcolor{blue!42.58373205741627!white}\textcolor{white}{93} & \cellcolor{blue!42.58373205741627!white}\textcolor{white}{93} & \cellcolor{blue!69.85645933014354!white}\textcolor{white}{150} & \cellcolor{blue!75.11961722488039!white}\textcolor{white}{161} & \cellcolor{blue!100.0!white}\textcolor{white}{213} & \cellcolor{blue!93.30143540669856!white}\textcolor{white}{199} & \cellcolor{blue!76.55502392344498!white}\textcolor{white}{164} \\
\hline
collector electrode active & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.641025641025641!white}\textcolor{black}{2} & \cellcolor{blue!1.9230769230769231!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!1.282051282051282!white}\textcolor{black}{3} & \cellcolor{blue!3.205128205128205!white}\textcolor{black}{6} & \cellcolor{blue!1.9230769230769231!white}\textcolor{black}{4} & \cellcolor{blue!8.974358974358974!white}\textcolor{black}{15} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{13} & \cellcolor{blue!8.974358974358974!white}\textcolor{black}{15} & \cellcolor{blue!17.307692307692307!white}\textcolor{black}{28} & \cellcolor{blue!42.94871794871795!white}\textcolor{white}{68} & \cellcolor{blue!27.564102564102566!white}\textcolor{black}{44} & \cellcolor{blue!58.333333333333336!white}\textcolor{white}{92} & \cellcolor{blue!69.23076923076923!white}\textcolor{white}{109} & \cellcolor{blue!42.30769230769231!white}\textcolor{white}{67} & \cellcolor{blue!42.30769230769231!white}\textcolor{white}{67} & \cellcolor{blue!45.51282051282051!white}\textcolor{white}{72} & \cellcolor{blue!51.92307692307693!white}\textcolor{white}{82} & \cellcolor{blue!100.0!white}\textcolor{white}{157} \\
\hline
active material electrode & \cellcolor{blue!8.284023668639055!white}\textcolor{black}{27} & \cellcolor{blue!5.9171597633136095!white}\textcolor{black}{23} & \cellcolor{blue!0.0!white}\textcolor{black}{13} & \cellcolor{blue!1.183431952662722!white}\textcolor{black}{15} & \cellcolor{blue!4.142011834319527!white}\textcolor{black}{20} & \cellcolor{blue!4.142011834319527!white}\textcolor{black}{20} & \cellcolor{blue!11.242603550295858!white}\textcolor{black}{32} & \cellcolor{blue!12.42603550295858!white}\textcolor{black}{34} & \cellcolor{blue!14.201183431952662!white}\textcolor{black}{37} & \cellcolor{blue!15.976331360946746!white}\textcolor{black}{40} & \cellcolor{blue!23.076923076923077!white}\textcolor{black}{52} & \cellcolor{blue!55.62130177514793!white}\textcolor{white}{107} & \cellcolor{blue!62.721893491124256!white}\textcolor{white}{119} & \cellcolor{blue!66.86390532544378!white}\textcolor{white}{126} & \cellcolor{blue!62.1301775147929!white}\textcolor{white}{118} & \cellcolor{blue!87.57396449704143!white}\textcolor{white}{161} & \cellcolor{blue!68.04733727810651!white}\textcolor{white}{128} & \cellcolor{blue!69.8224852071006!white}\textcolor{white}{131} & \cellcolor{blue!65.08875739644971!white}\textcolor{white}{123} & \cellcolor{blue!100.0!white}\textcolor{white}{182} \\
\hline
electrical energy storage & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!1.3157894736842104!white}\textcolor{black}{3} & \cellcolor{blue!5.921052631578947!white}\textcolor{black}{10} & \cellcolor{blue!9.210526315789473!white}\textcolor{black}{15} & \cellcolor{blue!11.18421052631579!white}\textcolor{black}{18} & \cellcolor{blue!1.3157894736842104!white}\textcolor{black}{3} & \cellcolor{blue!9.868421052631579!white}\textcolor{black}{16} & \cellcolor{blue!24.342105263157894!white}\textcolor{black}{38} & \cellcolor{blue!9.210526315789473!white}\textcolor{black}{15} & \cellcolor{blue!17.763157894736842!white}\textcolor{black}{28} & \cellcolor{blue!33.55263157894737!white}\textcolor{black}{52} & \cellcolor{blue!20.394736842105264!white}\textcolor{black}{32} & \cellcolor{blue!57.89473684210527!white}\textcolor{white}{89} & \cellcolor{blue!75.6578947368421!white}\textcolor{white}{116} & \cellcolor{blue!48.026315789473685!white}\textcolor{white}{74} & \cellcolor{blue!50.0!white}\textcolor{white}{77} & \cellcolor{blue!51.31578947368421!white}\textcolor{white}{79} & \cellcolor{blue!65.13157894736842!white}\textcolor{white}{100} & \cellcolor{blue!81.57894736842105!white}\textcolor{white}{125} & \cellcolor{blue!100.0!white}\textcolor{white}{153} \\
\hline
wireless power transmission & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.8968609865470852!white}\textcolor{black}{2} & \cellcolor{blue!5.829596412556054!white}\textcolor{black}{13} & \cellcolor{blue!10.31390134529148!white}\textcolor{black}{23} & \cellcolor{blue!14.798206278026907!white}\textcolor{black}{33} & \cellcolor{blue!51.569506726457405!white}\textcolor{white}{115} & \cellcolor{blue!47.08520179372198!white}\textcolor{white}{105} & \cellcolor{blue!82.0627802690583!white}\textcolor{white}{183} & \cellcolor{blue!77.13004484304933!white}\textcolor{white}{172} & \cellcolor{blue!69.05829596412556!white}\textcolor{white}{154} & \cellcolor{blue!100.0!white}\textcolor{white}{223} & \cellcolor{blue!64.12556053811659!white}\textcolor{white}{143} & \cellcolor{blue!66.3677130044843!white}\textcolor{white}{148} \\
\hline
redox flow battery & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!5.47945205479452!white}\textcolor{black}{8} & \cellcolor{blue!8.21917808219178!white}\textcolor{black}{12} & \cellcolor{blue!1.36986301369863!white}\textcolor{black}{2} & \cellcolor{blue!0.684931506849315!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.36986301369863!white}\textcolor{black}{2} & \cellcolor{blue!1.36986301369863!white}\textcolor{black}{2} & \cellcolor{blue!15.068493150684931!white}\textcolor{black}{22} & \cellcolor{blue!30.136986301369863!white}\textcolor{black}{44} & \cellcolor{blue!20.54794520547945!white}\textcolor{black}{30} & \cellcolor{blue!34.24657534246575!white}\textcolor{black}{50} & \cellcolor{blue!63.6986301369863!white}\textcolor{white}{93} & \cellcolor{blue!58.9041095890411!white}\textcolor{white}{86} & \cellcolor{blue!69.86301369863014!white}\textcolor{white}{102} & \cellcolor{blue!82.1917808219178!white}\textcolor{white}{120} & \cellcolor{blue!100.0!white}\textcolor{white}{146} \\
\hline
power storage element & \cellcolor{blue!0.5882352941176471!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!7.647058823529412!white}\textcolor{black}{13} & \cellcolor{blue!6.470588235294119!white}\textcolor{black}{11} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{10} & \cellcolor{blue!2.3529411764705883!white}\textcolor{black}{4} & \cellcolor{blue!27.058823529411764!white}\textcolor{black}{46} & \cellcolor{blue!34.11764705882353!white}\textcolor{black}{58} & \cellcolor{blue!54.70588235294118!white}\textcolor{white}{93} & \cellcolor{blue!65.88235294117646!white}\textcolor{white}{112} & \cellcolor{blue!94.11764705882352!white}\textcolor{white}{160} & \cellcolor{blue!95.29411764705881!white}\textcolor{white}{162} & \cellcolor{blue!100.0!white}\textcolor{white}{170} & \cellcolor{blue!84.11764705882354!white}\textcolor{white}{143} \\
\hline
material electrode active & \cellcolor{blue!2.112676056338028!white}\textcolor{black}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!0.7042253521126761!white}\textcolor{black}{5} & \cellcolor{blue!0.7042253521126761!white}\textcolor{black}{5} & \cellcolor{blue!7.042253521126761!white}\textcolor{black}{14} & \cellcolor{blue!4.929577464788732!white}\textcolor{black}{11} & \cellcolor{blue!9.859154929577464!white}\textcolor{black}{18} & \cellcolor{blue!9.15492957746479!white}\textcolor{black}{17} & \cellcolor{blue!20.422535211267608!white}\textcolor{black}{33} & \cellcolor{blue!16.19718309859155!white}\textcolor{black}{27} & \cellcolor{blue!32.3943661971831!white}\textcolor{black}{50} & \cellcolor{blue!54.929577464788736!white}\textcolor{white}{82} & \cellcolor{blue!52.112676056338024!white}\textcolor{white}{78} & \cellcolor{blue!45.774647887323944!white}\textcolor{white}{69} & \cellcolor{blue!56.33802816901409!white}\textcolor{white}{84} & \cellcolor{blue!59.859154929577464!white}\textcolor{white}{89} & \cellcolor{blue!46.478873239436616!white}\textcolor{white}{70} & \cellcolor{blue!56.33802816901409!white}\textcolor{white}{84} & \cellcolor{blue!100.0!white}\textcolor{white}{146} \\
\hline
material lithium ion & \cellcolor{blue!1.1235955056179776!white}\textcolor{black}{5} & \cellcolor{blue!3.932584269662921!white}\textcolor{black}{10} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!5.617977528089887!white}\textcolor{black}{13} & \cellcolor{blue!1.1235955056179776!white}\textcolor{black}{5} & \cellcolor{blue!7.865168539325842!white}\textcolor{black}{17} & \cellcolor{blue!5.056179775280898!white}\textcolor{black}{12} & \cellcolor{blue!8.426966292134832!white}\textcolor{black}{18} & \cellcolor{blue!11.235955056179774!white}\textcolor{black}{23} & \cellcolor{blue!16.853932584269664!white}\textcolor{black}{33} & \cellcolor{blue!33.70786516853933!white}\textcolor{black}{63} & \cellcolor{blue!57.865168539325836!white}\textcolor{white}{106} & \cellcolor{blue!89.32584269662921!white}\textcolor{white}{162} & \cellcolor{blue!73.59550561797754!white}\textcolor{white}{134} & \cellcolor{blue!84.26966292134831!white}\textcolor{white}{153} & \cellcolor{blue!100.0!white}\textcolor{white}{181} & \cellcolor{blue!78.08988764044943!white}\textcolor{white}{142} & \cellcolor{blue!68.53932584269663!white}\textcolor{white}{125} & \cellcolor{blue!69.10112359550563!white}\textcolor{white}{126} & \cellcolor{blue!76.96629213483146!white}\textcolor{white}{140} \\
\hline
power transmission device & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.1560693641618496!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.1560693641618496!white}\textcolor{black}{2} & \cellcolor{blue!17.341040462427745!white}\textcolor{black}{30} & \cellcolor{blue!15.606936416184972!white}\textcolor{black}{27} & \cellcolor{blue!23.699421965317917!white}\textcolor{black}{41} & \cellcolor{blue!30.63583815028902!white}\textcolor{black}{53} & \cellcolor{blue!53.179190751445084!white}\textcolor{white}{92} & \cellcolor{blue!69.94219653179191!white}\textcolor{white}{121} & \cellcolor{blue!100.0!white}\textcolor{white}{173} & \cellcolor{blue!55.49132947976878!white}\textcolor{white}{96} & \cellcolor{blue!65.3179190751445!white}\textcolor{white}{113} & \cellcolor{blue!78.61271676300578!white}\textcolor{white}{136} & \cellcolor{blue!77.45664739884393!white}\textcolor{white}{134} \\
\hline
lithium transition metal & \cellcolor{blue!1.5151515151515151!white}\textcolor{black}{8} & \cellcolor{blue!7.575757575757576!white}\textcolor{black}{16} & \cellcolor{blue!0.0!white}\textcolor{black}{6} & \cellcolor{blue!9.848484848484848!white}\textcolor{black}{19} & \cellcolor{blue!13.636363636363635!white}\textcolor{black}{24} & \cellcolor{blue!18.939393939393938!white}\textcolor{black}{31} & \cellcolor{blue!10.606060606060606!white}\textcolor{black}{20} & \cellcolor{blue!9.848484848484848!white}\textcolor{black}{19} & \cellcolor{blue!22.727272727272727!white}\textcolor{black}{36} & \cellcolor{blue!17.424242424242426!white}\textcolor{black}{29} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{42} & \cellcolor{blue!51.515151515151516!white}\textcolor{white}{74} & \cellcolor{blue!52.27272727272727!white}\textcolor{white}{75} & \cellcolor{blue!57.57575757575758!white}\textcolor{white}{82} & \cellcolor{blue!75.75757575757575!white}\textcolor{white}{106} & \cellcolor{blue!100.0!white}\textcolor{white}{138} & \cellcolor{blue!80.3030303030303!white}\textcolor{white}{112} & \cellcolor{blue!61.36363636363637!white}\textcolor{white}{87} & \cellcolor{blue!80.3030303030303!white}\textcolor{white}{112} & \cellcolor{blue!100.0!white}\textcolor{white}{138} \\
\hline
battery module plurality & \cellcolor{blue!0.7874015748031495!white}\textcolor{black}{1} & \cellcolor{blue!3.149606299212598!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.574803149606299!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.937007874015748!white}\textcolor{black}{5} & \cellcolor{blue!13.385826771653544!white}\textcolor{black}{17} & \cellcolor{blue!2.3622047244094486!white}\textcolor{black}{3} & \cellcolor{blue!11.811023622047244!white}\textcolor{black}{15} & \cellcolor{blue!11.811023622047244!white}\textcolor{black}{15} & \cellcolor{blue!14.173228346456693!white}\textcolor{black}{18} & \cellcolor{blue!40.94488188976378!white}\textcolor{white}{52} & \cellcolor{blue!48.818897637795274!white}\textcolor{white}{62} & \cellcolor{blue!55.90551181102362!white}\textcolor{white}{71} & \cellcolor{blue!51.181102362204726!white}\textcolor{white}{65} & \cellcolor{blue!55.90551181102362!white}\textcolor{white}{71} & \cellcolor{blue!47.24409448818898!white}\textcolor{white}{60} & \cellcolor{blue!50.39370078740157!white}\textcolor{white}{64} & \cellcolor{blue!92.1259842519685!white}\textcolor{white}{117} & \cellcolor{blue!100.0!white}\textcolor{white}{127} \\
\hline
non-aqueous electrolyte solution & \cellcolor{blue!2.4!white}\textcolor{black}{3} & \cellcolor{blue!7.199999999999999!white}\textcolor{black}{9} & \cellcolor{blue!4.0!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.799999999999999!white}\textcolor{black}{11} & \cellcolor{blue!10.4!white}\textcolor{black}{13} & \cellcolor{blue!9.6!white}\textcolor{black}{12} & \cellcolor{blue!9.6!white}\textcolor{black}{12} & \cellcolor{blue!17.599999999999998!white}\textcolor{black}{22} & \cellcolor{blue!11.200000000000001!white}\textcolor{black}{14} & \cellcolor{blue!24.8!white}\textcolor{black}{31} & \cellcolor{blue!33.6!white}\textcolor{black}{42} & \cellcolor{blue!49.6!white}\textcolor{white}{62} & \cellcolor{blue!48.8!white}\textcolor{white}{61} & \cellcolor{blue!56.00000000000001!white}\textcolor{white}{70} & \cellcolor{blue!36.0!white}\textcolor{black}{45} & \cellcolor{blue!43.2!white}\textcolor{white}{54} & \cellcolor{blue!29.599999999999998!white}\textcolor{black}{37} & \cellcolor{blue!54.400000000000006!white}\textcolor{white}{68} & \cellcolor{blue!100.0!white}\textcolor{white}{125} \\
\hline
material lithium secondary & \cellcolor{blue!0.0!white}\textcolor{black}{11} & \cellcolor{blue!8.94308943089431!white}\textcolor{black}{22} & \cellcolor{blue!8.130081300813007!white}\textcolor{black}{21} & \cellcolor{blue!8.130081300813007!white}\textcolor{black}{21} & \cellcolor{blue!17.88617886178862!white}\textcolor{black}{33} & \cellcolor{blue!17.073170731707318!white}\textcolor{black}{32} & \cellcolor{blue!13.008130081300814!white}\textcolor{black}{27} & \cellcolor{blue!13.008130081300814!white}\textcolor{black}{27} & \cellcolor{blue!12.195121951219512!white}\textcolor{black}{26} & \cellcolor{blue!31.70731707317073!white}\textcolor{black}{50} & \cellcolor{blue!34.959349593495936!white}\textcolor{black}{54} & \cellcolor{blue!56.91056910569105!white}\textcolor{white}{81} & \cellcolor{blue!92.6829268292683!white}\textcolor{white}{125} & \cellcolor{blue!76.42276422764228!white}\textcolor{white}{105} & \cellcolor{blue!100.0!white}\textcolor{white}{134} & \cellcolor{blue!71.54471544715447!white}\textcolor{white}{99} & \cellcolor{blue!73.98373983739837!white}\textcolor{white}{102} & \cellcolor{blue!56.09756097560976!white}\textcolor{white}{80} & \cellcolor{blue!59.34959349593496!white}\textcolor{white}{84} & \cellcolor{blue!96.7479674796748!white}\textcolor{white}{130} \\
\hline
electric vehicle charging & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.847457627118644!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!4.23728813559322!white}\textcolor{black}{5} & \cellcolor{blue!7.627118644067797!white}\textcolor{black}{9} & \cellcolor{blue!21.1864406779661!white}\textcolor{black}{25} & \cellcolor{blue!40.67796610169492!white}\textcolor{white}{48} & \cellcolor{blue!78.8135593220339!white}\textcolor{white}{93} & \cellcolor{blue!95.76271186440678!white}\textcolor{white}{113} & \cellcolor{blue!55.08474576271186!white}\textcolor{white}{65} & \cellcolor{blue!44.91525423728814!white}\textcolor{white}{53} & \cellcolor{blue!32.20338983050847!white}\textcolor{black}{38} & \cellcolor{blue!42.3728813559322!white}\textcolor{white}{50} & \cellcolor{blue!54.23728813559322!white}\textcolor{white}{64} & \cellcolor{blue!100.0!white}\textcolor{white}{118} \\
\hline
battery electrode active & \cellcolor{blue!0.0!white}\textcolor{black}{5} & \cellcolor{blue!1.5625!white}\textcolor{black}{7} & \cellcolor{blue!3.125!white}\textcolor{black}{9} & \cellcolor{blue!6.25!white}\textcolor{black}{13} & \cellcolor{blue!12.5!white}\textcolor{black}{21} & \cellcolor{blue!7.03125!white}\textcolor{black}{14} & \cellcolor{blue!13.28125!white}\textcolor{black}{22} & \cellcolor{blue!30.46875!white}\textcolor{black}{44} & \cellcolor{blue!15.625!white}\textcolor{black}{25} & \cellcolor{blue!24.21875!white}\textcolor{black}{36} & \cellcolor{blue!26.5625!white}\textcolor{black}{39} & \cellcolor{blue!56.25!white}\textcolor{white}{77} & \cellcolor{blue!96.09375!white}\textcolor{white}{128} & \cellcolor{blue!89.84375!white}\textcolor{white}{120} & \cellcolor{blue!85.9375!white}\textcolor{white}{115} & \cellcolor{blue!100.0!white}\textcolor{white}{133} & \cellcolor{blue!82.8125!white}\textcolor{white}{111} & \cellcolor{blue!100.0!white}\textcolor{white}{133} & \cellcolor{blue!75.78125!white}\textcolor{white}{102} & \cellcolor{blue!91.40625!white}\textcolor{white}{122} \\
\hline
power supply circuit & \cellcolor{blue!0.0!white}\textcolor{black}{10} & \cellcolor{blue!1.7094017094017095!white}\textcolor{black}{12} & \cellcolor{blue!14.529914529914532!white}\textcolor{black}{27} & \cellcolor{blue!3.418803418803419!white}\textcolor{black}{14} & \cellcolor{blue!0.8547008547008548!white}\textcolor{black}{11} & \cellcolor{blue!12.82051282051282!white}\textcolor{black}{25} & \cellcolor{blue!1.7094017094017095!white}\textcolor{black}{12} & \cellcolor{blue!29.059829059829063!white}\textcolor{black}{44} & \cellcolor{blue!23.931623931623932!white}\textcolor{black}{38} & \cellcolor{blue!13.675213675213676!white}\textcolor{black}{26} & \cellcolor{blue!17.94871794871795!white}\textcolor{black}{31} & \cellcolor{blue!41.88034188034188!white}\textcolor{white}{59} & \cellcolor{blue!52.13675213675214!white}\textcolor{white}{71} & \cellcolor{blue!41.88034188034188!white}\textcolor{white}{59} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{73} & \cellcolor{blue!23.076923076923077!white}\textcolor{black}{37} & \cellcolor{blue!45.2991452991453!white}\textcolor{white}{63} & \cellcolor{blue!77.77777777777779!white}\textcolor{white}{101} & \cellcolor{blue!76.92307692307693!white}\textcolor{white}{100} & \cellcolor{blue!100.0!white}\textcolor{white}{127} \\
\hline
battery cell electrode & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.8547008547008548!white}\textcolor{black}{1} & \cellcolor{blue!3.418803418803419!white}\textcolor{black}{4} & \cellcolor{blue!0.8547008547008548!white}\textcolor{black}{1} & \cellcolor{blue!0.8547008547008548!white}\textcolor{black}{1} & \cellcolor{blue!1.7094017094017095!white}\textcolor{black}{2} & \cellcolor{blue!1.7094017094017095!white}\textcolor{black}{2} & \cellcolor{blue!6.837606837606838!white}\textcolor{black}{8} & \cellcolor{blue!1.7094017094017095!white}\textcolor{black}{2} & \cellcolor{blue!9.401709401709402!white}\textcolor{black}{11} & \cellcolor{blue!11.965811965811966!white}\textcolor{black}{14} & \cellcolor{blue!20.51282051282051!white}\textcolor{black}{24} & \cellcolor{blue!25.64102564102564!white}\textcolor{black}{30} & \cellcolor{blue!50.427350427350426!white}\textcolor{white}{59} & \cellcolor{blue!35.8974358974359!white}\textcolor{black}{42} & \cellcolor{blue!36.75213675213676!white}\textcolor{black}{43} & \cellcolor{blue!45.2991452991453!white}\textcolor{white}{53} & \cellcolor{blue!40.17094017094017!white}\textcolor{white}{47} & \cellcolor{blue!61.53846153846154!white}\textcolor{white}{72} & \cellcolor{blue!100.0!white}\textcolor{white}{117} \\
\hline
control unit configured & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!1.7543859649122806!white}\textcolor{black}{2} & \cellcolor{blue!0.8771929824561403!white}\textcolor{black}{1} & \cellcolor{blue!1.7543859649122806!white}\textcolor{black}{2} & \cellcolor{blue!5.263157894736842!white}\textcolor{black}{6} & \cellcolor{blue!5.263157894736842!white}\textcolor{black}{6} & \cellcolor{blue!7.894736842105263!white}\textcolor{black}{9} & \cellcolor{blue!11.403508771929824!white}\textcolor{black}{13} & \cellcolor{blue!29.82456140350877!white}\textcolor{black}{34} & \cellcolor{blue!29.82456140350877!white}\textcolor{black}{34} & \cellcolor{blue!36.84210526315789!white}\textcolor{black}{42} & \cellcolor{blue!40.35087719298245!white}\textcolor{white}{46} & \cellcolor{blue!43.859649122807014!white}\textcolor{white}{50} & \cellcolor{blue!54.385964912280706!white}\textcolor{white}{62} & \cellcolor{blue!53.50877192982456!white}\textcolor{white}{61} & \cellcolor{blue!100.0!white}\textcolor{white}{114} \\
\hline
state secondary battery & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{4} & \cellcolor{blue!1.7857142857142856!white}\textcolor{black}{2} & \cellcolor{blue!0.8928571428571428!white}\textcolor{black}{1} & \cellcolor{blue!2.6785714285714284!white}\textcolor{black}{3} & \cellcolor{blue!2.6785714285714284!white}\textcolor{black}{3} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{4} & \cellcolor{blue!4.464285714285714!white}\textcolor{black}{5} & \cellcolor{blue!8.035714285714286!white}\textcolor{black}{9} & \cellcolor{blue!8.035714285714286!white}\textcolor{black}{9} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{16} & \cellcolor{blue!20.535714285714285!white}\textcolor{black}{23} & \cellcolor{blue!27.67857142857143!white}\textcolor{black}{31} & \cellcolor{blue!36.607142857142854!white}\textcolor{black}{41} & \cellcolor{blue!25.0!white}\textcolor{black}{28} & \cellcolor{blue!24.107142857142858!white}\textcolor{black}{27} & \cellcolor{blue!50.89285714285714!white}\textcolor{white}{57} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{96} & \cellcolor{blue!40.17857142857143!white}\textcolor{white}{45} & \cellcolor{blue!100.0!white}\textcolor{white}{112} \\
\hline
electrode lithium secondary & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!3.6363636363636362!white}\textcolor{black}{8} & \cellcolor{blue!6.363636363636363!white}\textcolor{black}{11} & \cellcolor{blue!5.454545454545454!white}\textcolor{black}{10} & \cellcolor{blue!11.818181818181818!white}\textcolor{black}{17} & \cellcolor{blue!13.636363636363635!white}\textcolor{black}{19} & \cellcolor{blue!3.6363636363636362!white}\textcolor{black}{8} & \cellcolor{blue!8.181818181818182!white}\textcolor{black}{13} & \cellcolor{blue!11.818181818181818!white}\textcolor{black}{17} & \cellcolor{blue!13.636363636363635!white}\textcolor{black}{19} & \cellcolor{blue!22.727272727272727!white}\textcolor{black}{29} & \cellcolor{blue!31.818181818181817!white}\textcolor{black}{39} & \cellcolor{blue!24.545454545454547!white}\textcolor{black}{31} & \cellcolor{blue!40.0!white}\textcolor{white}{48} & \cellcolor{blue!28.18181818181818!white}\textcolor{black}{35} & \cellcolor{blue!21.818181818181817!white}\textcolor{black}{28} & \cellcolor{blue!30.909090909090907!white}\textcolor{black}{38} & \cellcolor{blue!31.818181818181817!white}\textcolor{black}{39} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{74} & \cellcolor{blue!100.0!white}\textcolor{white}{114} \\
\hline
\end{tabularx}
# Export as PNG
#dfi.export(growing_list_abstract_3[2], 'growing_list_abstract_3.png')
# Before fixing the 'aqueous' issue
growing_list_abstract_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 91 | 70 | 64 | 102 | 106 | 100 | 123 | 129 | 119 | 127 | 126 | 192 | 185 | 173 | 167 | 179 | 163 | 155 | 143 | 181 |
| active material layer | 17 | 8 | 26 | 23 | 29 | 61 | 58 | 67 | 54 | 67 | 55 | 71 | 62 | 74 | 63 | 50 | 43 | 60 | 64 | 80 |
| energy storage device | 5 | 35 | 24 | 33 | 26 | 13 | 23 | 33 | 44 | 33 | 44 | 36 | 33 | 49 | 46 | 36 | 47 | 64 | 60 | 59 |
| lithium ion battery | 15 | 22 | 36 | 26 | 12 | 31 | 30 | 39 | 40 | 43 | 58 | 62 | 70 | 56 | 57 | 67 | 79 | 67 | 73 | 62 |
| electrode current collector | 7 | 6 | 9 | 10 | 12 | 10 | 12 | 21 | 23 | 37 | 28 | 26 | 30 | 23 | 20 | 22 | 27 | 27 | 43 | 49 |
| lithium secondary battery | 47 | 78 | 64 | 55 | 87 | 82 | 98 | 65 | 50 | 63 | 66 | 66 | 67 | 65 | 62 | 53 | 63 | 44 | 56 | 77 |
| plurality battery cell | 3 | 1 | 3 | 1 | 5 | 6 | 5 | 13 | 10 | 10 | 9 | 26 | 26 | 31 | 22 | 27 | 27 | 27 | 32 | 32 |
| power storage device | 11 | 3 | 6 | 8 | 2 | 5 | 2 | 14 | 28 | 13 | 54 | 32 | 47 | 42 | 45 | 40 | 40 | 62 | 30 | 36 |
| current collector electrode | 5 | 7 | 5 | 3 | 6 | 7 | 6 | 13 | 15 | 16 | 17 | 25 | 17 | 15 | 17 | 13 | 17 | 16 | 22 | 29 |
| secondary battery electrode | 30 | 23 | 19 | 21 | 43 | 52 | 58 | 51 | 38 | 43 | 43 | 56 | 62 | 57 | 48 | 52 | 54 | 52 | 45 | 54 |
| ion secondary battery | 10 | 21 | 13 | 19 | 25 | 37 | 35 | 34 | 30 | 29 | 48 | 51 | 49 | 55 | 54 | 61 | 50 | 40 | 31 | 32 |
| power supply device | 11 | 3 | 22 | 6 | 16 | 18 | 18 | 13 | 34 | 21 | 24 | 27 | 34 | 35 | 36 | 29 | 29 | 30 | 29 | 32 |
| energy storage system | 0 | 6 | 0 | 7 | 2 | 7 | 3 | 12 | 14 | 11 | 14 | 18 | 12 | 16 | 15 | 14 | 18 | 20 | 21 | 20 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 2 | 7 | 10 | 14 | 8 | 11 | 13 | 12 | 11 | 14 | 19 | 12 | 18 | 20 |
| lithium ion secondary | 12 | 25 | 16 | 25 | 26 | 40 | 37 | 34 | 31 | 30 | 49 | 52 | 54 | 56 | 56 | 65 | 48 | 41 | 30 | 31 |
| solid state battery | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 8 | 6 | 4 | 4 | 6 | 10 | 18 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 2 | 6 | 14 | 16 | 7 | 7 | 12 | 13 | 15 | 12 | 19 | 14 | 16 | 17 | 17 |
| cathode active material | 6 | 9 | 20 | 26 | 7 | 18 | 30 | 23 | 18 | 23 | 27 | 15 | 22 | 23 | 25 | 24 | 21 | 23 | 22 | 22 |
| layer electrode active | 3 | 1 | 2 | 3 | 2 | 3 | 3 | 8 | 5 | 7 | 9 | 12 | 11 | 12 | 11 | 14 | 13 | 12 | 12 | 18 |
| energy storage unit | 1 | 1 | 19 | 1 | 3 | 4 | 10 | 7 | 10 | 17 | 13 | 16 | 12 | 10 | 6 | 12 | 12 | 12 | 21 | 16 |
| power supply system | 7 | 17 | 22 | 15 | 21 | 13 | 16 | 24 | 19 | 21 | 24 | 29 | 28 | 22 | 21 | 19 | 21 | 22 | 23 | 22 |
| material layer electrode | 2 | 0 | 1 | 3 | 2 | 7 | 8 | 9 | 4 | 11 | 10 | 15 | 12 | 12 | 10 | 11 | 9 | 12 | 9 | 16 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 2 | 0 | 2 | 1 | 8 | 4 | 6 | 9 | 7 | 12 | 5 | 9 | 9 | 12 | 13 | 19 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 7 | 6 | 17 | 14 | 23 | 22 | 20 | 26 | 15 | 13 |
| redox flow battery | 0 | 0 | 7 | 10 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 4 | 7 | 4 | 6 | 12 | 11 | 12 | 12 | 13 |
| collector electrode active | 1 | 2 | 4 | 1 | 2 | 4 | 2 | 7 | 5 | 5 | 8 | 13 | 7 | 12 | 14 | 9 | 9 | 9 | 8 | 14 |
| electrical energy storage | 1 | 3 | 9 | 13 | 14 | 2 | 8 | 18 | 6 | 10 | 15 | 6 | 13 | 16 | 9 | 10 | 10 | 12 | 13 | 14 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 11 | 8 | 8 | 8 | 12 | 15 | 22 | 12 | 13 | 14 | 12 |
| transition metal oxide | 3 | 6 | 3 | 8 | 2 | 6 | 10 | 8 | 5 | 10 | 11 | 10 | 8 | 9 | 11 | 17 | 14 | 9 | 9 | 15 |
| power storage element | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 4 | 3 | 1 | 7 | 8 | 12 | 14 | 20 | 19 | 18 | 13 |
| electrolyte secondary battery | 26 | 23 | 36 | 30 | 50 | 47 | 56 | 55 | 73 | 46 | 33 | 42 | 45 | 36 | 55 | 55 | 53 | 34 | 27 | 37 |
| aqueous electrolyte secondary | 25 | 33 | 40 | 39 | 52 | 48 | 57 | 54 | 73 | 48 | 36 | 42 | 45 | 39 | 57 | 55 | 54 | 34 | 26 | 35 |
| active material particle | 4 | 5 | 11 | 5 | 11 | 12 | 21 | 15 | 13 | 13 | 11 | 11 | 14 | 12 | 12 | 19 | 21 | 25 | 21 | 15 |
| electric vehicle charging | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 3 | 7 | 9 | 14 | 15 | 8 | 7 | 5 | 6 | 7 | 11 |
| battery cell electrode | 0 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 5 | 4 | 8 | 5 | 6 | 7 | 6 | 7 | 11 |
| battery module plurality | 1 | 3 | 0 | 2 | 0 | 3 | 9 | 1 | 6 | 5 | 5 | 10 | 9 | 10 | 8 | 9 | 8 | 8 | 12 | 12 |
| control unit configured | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 5 | 5 | 5 | 6 | 6 | 7 | 6 | 10 |
| state secondary battery | 0 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 4 | 3 | 5 | 4 | 5 | 5 | 4 | 3 | 7 | 11 | 5 | 10 |
| secondary battery lithium | 6 | 13 | 4 | 8 | 6 | 8 | 5 | 6 | 8 | 9 | 12 | 9 | 10 | 9 | 11 | 12 | 14 | 8 | 13 | 16 |
| anode active material | 6 | 2 | 4 | 13 | 11 | 13 | 30 | 28 | 26 | 20 | 23 | 16 | 14 | 15 | 27 | 14 | 9 | 14 | 17 | 16 |
| current collector layer | 0 | 0 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 4 | 10 | 9 |
| aqueous electrolyte solution | 4 | 9 | 4 | 0 | 9 | 8 | 6 | 6 | 9 | 5 | 9 | 8 | 9 | 8 | 9 | 6 | 7 | 5 | 9 | 13 |
| unmanned aerial vehicle | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 13 | 16 | 8 |
| electrode active substance | 1 | 2 | 9 | 0 | 14 | 10 | 3 | 1 | 1 | 2 | 4 | 4 | 7 | 6 | 11 | 7 | 8 | 4 | 7 | 9 |
| plurality battery module | 1 | 4 | 1 | 6 | 1 | 2 | 4 | 6 | 1 | 4 | 3 | 10 | 7 | 7 | 6 | 4 | 8 | 5 | 11 | 9 |
| power receiving device | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 1 | 12 | 6 | 8 | 11 | 16 | 22 | 14 | 10 | 10 | 12 | 8 |
| present electrode active | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 7 | 5 | 3 | 7 | 7 | 9 | 8 | 7 | 8 |
| solid state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 2 | 1 | 2 | 1 | 1 | 6 | 8 | 3 | 8 |
| solid electrolyte material | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 3 | 4 | 5 | 3 | 1 | 2 | 4 | 4 | 8 |
| power storage system | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 4 | 0 | 1 | 1 | 4 | 7 | 7 | 10 | 6 | 9 | 4 | 8 | 8 |
# After attempting to fix the 'aqueous' issue
growing_list_abstract_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 91 | 70 | 64 | 102 | 106 | 100 | 123 | 129 | 119 | 127 | 126 | 192 | 185 | 173 | 167 | 179 | 163 | 155 | 143 | 181 |
| active material layer | 17 | 8 | 26 | 23 | 29 | 61 | 58 | 67 | 54 | 67 | 55 | 71 | 62 | 74 | 63 | 50 | 43 | 60 | 64 | 80 |
| energy storage device | 5 | 35 | 24 | 33 | 26 | 13 | 23 | 33 | 44 | 33 | 44 | 36 | 33 | 49 | 46 | 36 | 47 | 64 | 60 | 59 |
| lithium ion battery | 15 | 22 | 36 | 26 | 12 | 31 | 30 | 39 | 40 | 43 | 58 | 62 | 70 | 56 | 57 | 67 | 79 | 67 | 73 | 62 |
| electrode current collector | 7 | 6 | 9 | 10 | 12 | 10 | 12 | 21 | 23 | 37 | 28 | 26 | 30 | 23 | 20 | 22 | 27 | 27 | 43 | 49 |
| lithium secondary battery | 47 | 78 | 64 | 55 | 87 | 82 | 98 | 65 | 50 | 63 | 66 | 66 | 67 | 65 | 62 | 53 | 63 | 44 | 56 | 77 |
| plurality battery cell | 3 | 1 | 3 | 1 | 5 | 6 | 5 | 13 | 10 | 10 | 9 | 26 | 26 | 31 | 22 | 27 | 27 | 27 | 32 | 32 |
| power storage device | 11 | 3 | 6 | 8 | 2 | 5 | 2 | 14 | 28 | 13 | 54 | 32 | 47 | 42 | 45 | 40 | 40 | 62 | 30 | 36 |
| current collector electrode | 5 | 7 | 5 | 3 | 6 | 7 | 6 | 13 | 15 | 16 | 17 | 25 | 17 | 15 | 17 | 13 | 17 | 16 | 22 | 29 |
| secondary battery electrode | 30 | 23 | 19 | 21 | 43 | 52 | 58 | 51 | 38 | 43 | 43 | 56 | 62 | 57 | 48 | 52 | 54 | 52 | 45 | 54 |
| ion secondary battery | 10 | 21 | 13 | 19 | 25 | 37 | 35 | 34 | 30 | 29 | 48 | 51 | 49 | 55 | 54 | 61 | 50 | 40 | 31 | 32 |
| power supply device | 11 | 3 | 22 | 6 | 16 | 18 | 18 | 13 | 34 | 21 | 24 | 27 | 34 | 35 | 36 | 29 | 29 | 30 | 29 | 32 |
| energy storage system | 0 | 6 | 0 | 7 | 2 | 7 | 3 | 12 | 14 | 11 | 14 | 18 | 12 | 16 | 15 | 14 | 18 | 20 | 21 | 20 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 2 | 7 | 10 | 14 | 8 | 11 | 13 | 12 | 11 | 14 | 19 | 12 | 18 | 20 |
| lithium ion secondary | 12 | 25 | 16 | 25 | 26 | 40 | 37 | 34 | 31 | 30 | 49 | 52 | 54 | 56 | 56 | 65 | 48 | 41 | 30 | 31 |
| solid state battery | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 8 | 6 | 4 | 4 | 6 | 10 | 18 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 2 | 6 | 14 | 16 | 7 | 7 | 12 | 13 | 15 | 12 | 19 | 14 | 16 | 17 | 17 |
| cathode active material | 6 | 9 | 20 | 26 | 7 | 18 | 30 | 23 | 18 | 23 | 27 | 15 | 22 | 23 | 25 | 24 | 21 | 23 | 22 | 22 |
| layer electrode active | 3 | 1 | 2 | 3 | 2 | 3 | 3 | 8 | 5 | 7 | 9 | 12 | 11 | 12 | 11 | 14 | 13 | 12 | 12 | 18 |
| energy storage unit | 1 | 1 | 19 | 1 | 3 | 4 | 10 | 7 | 10 | 17 | 13 | 16 | 12 | 10 | 6 | 12 | 12 | 12 | 21 | 16 |
| power supply system | 7 | 17 | 22 | 15 | 21 | 13 | 16 | 24 | 19 | 21 | 24 | 29 | 28 | 22 | 21 | 19 | 21 | 22 | 23 | 22 |
| material layer electrode | 2 | 0 | 1 | 3 | 2 | 7 | 8 | 9 | 4 | 11 | 10 | 15 | 12 | 12 | 10 | 11 | 9 | 12 | 9 | 16 |
| aqueous electrolyte secondary | 8 | 15 | 16 | 11 | 37 | 37 | 36 | 36 | 53 | 31 | 25 | 27 | 28 | 26 | 41 | 40 | 40 | 23 | 18 | 22 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 2 | 0 | 2 | 1 | 8 | 4 | 6 | 9 | 7 | 12 | 5 | 9 | 9 | 12 | 13 | 19 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 7 | 6 | 17 | 14 | 23 | 22 | 20 | 26 | 15 | 13 |
| redox flow battery | 0 | 0 | 7 | 10 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 4 | 7 | 4 | 6 | 12 | 11 | 12 | 12 | 13 |
| collector electrode active | 1 | 2 | 4 | 1 | 2 | 4 | 2 | 7 | 5 | 5 | 8 | 13 | 7 | 12 | 14 | 9 | 9 | 9 | 8 | 14 |
| electrical energy storage | 1 | 3 | 9 | 13 | 14 | 2 | 8 | 18 | 6 | 10 | 15 | 6 | 13 | 16 | 9 | 10 | 10 | 12 | 13 | 14 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 11 | 8 | 8 | 8 | 12 | 15 | 22 | 12 | 13 | 14 | 12 |
| transition metal oxide | 3 | 6 | 3 | 8 | 2 | 6 | 10 | 8 | 5 | 10 | 11 | 10 | 8 | 9 | 11 | 17 | 14 | 9 | 9 | 15 |
| power storage element | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 4 | 3 | 1 | 7 | 8 | 12 | 14 | 20 | 19 | 18 | 13 |
| electrolyte secondary battery | 26 | 23 | 36 | 30 | 50 | 47 | 56 | 55 | 73 | 46 | 33 | 42 | 45 | 36 | 55 | 55 | 53 | 34 | 27 | 37 |
| active material particle | 4 | 5 | 11 | 5 | 11 | 12 | 21 | 15 | 13 | 13 | 11 | 11 | 14 | 12 | 12 | 19 | 21 | 25 | 21 | 15 |
| electric vehicle charging | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 3 | 7 | 9 | 14 | 15 | 8 | 7 | 5 | 6 | 7 | 11 |
| battery cell electrode | 0 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 5 | 4 | 8 | 5 | 6 | 7 | 6 | 7 | 11 |
| battery module plurality | 1 | 3 | 0 | 2 | 0 | 3 | 9 | 1 | 6 | 5 | 5 | 10 | 9 | 10 | 8 | 9 | 8 | 8 | 12 | 12 |
| control unit configured | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 5 | 5 | 5 | 6 | 6 | 7 | 6 | 10 |
| state secondary battery | 0 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 4 | 3 | 5 | 4 | 5 | 5 | 4 | 3 | 7 | 11 | 5 | 10 |
| secondary battery lithium | 6 | 13 | 4 | 8 | 6 | 8 | 5 | 6 | 8 | 9 | 12 | 9 | 10 | 9 | 11 | 12 | 14 | 8 | 13 | 16 |
| anode active material | 6 | 2 | 4 | 13 | 11 | 13 | 30 | 28 | 26 | 20 | 23 | 16 | 14 | 15 | 27 | 14 | 9 | 14 | 17 | 16 |
| current collector layer | 0 | 0 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 4 | 10 | 9 |
| unmanned aerial vehicle | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 13 | 16 | 8 |
| electrode active substance | 1 | 2 | 9 | 0 | 14 | 10 | 3 | 1 | 1 | 2 | 4 | 4 | 7 | 6 | 11 | 7 | 8 | 4 | 7 | 9 |
| plurality battery module | 1 | 4 | 1 | 6 | 1 | 2 | 4 | 6 | 1 | 4 | 3 | 10 | 7 | 7 | 6 | 4 | 8 | 5 | 11 | 9 |
| power receiving device | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 1 | 12 | 6 | 8 | 11 | 16 | 22 | 14 | 10 | 10 | 12 | 8 |
| present electrode active | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 7 | 5 | 3 | 7 | 7 | 9 | 8 | 7 | 8 |
| solid state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 2 | 1 | 2 | 1 | 1 | 6 | 8 | 3 | 8 |
| solid electrolyte material | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 3 | 4 | 5 | 3 | 1 | 2 | 4 | 4 | 8 |
| power storage system | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 4 | 0 | 1 | 1 | 4 | 7 | 7 | 10 | 6 | 9 | 4 | 8 | 8 |
| electrical storage device | 0 | 1 | 1 | 3 | 5 | 7 | 2 | 0 | 6 | 6 | 4 | 8 | 11 | 8 | 9 | 6 | 6 | 3 | 1 | 8 |
# After actully fixing the 'aqueous' issue
growing_list_abstract_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 91 | 70 | 64 | 102 | 106 | 100 | 123 | 129 | 119 | 127 | 126 | 192 | 185 | 173 | 167 | 179 | 163 | 155 | 143 | 181 |
| active material layer | 17 | 8 | 26 | 23 | 29 | 61 | 58 | 67 | 54 | 67 | 55 | 71 | 62 | 74 | 63 | 50 | 43 | 60 | 64 | 80 |
| energy storage device | 5 | 35 | 24 | 33 | 26 | 13 | 23 | 33 | 44 | 33 | 44 | 36 | 33 | 49 | 46 | 36 | 47 | 64 | 60 | 59 |
| lithium ion battery | 15 | 22 | 36 | 26 | 12 | 31 | 30 | 39 | 40 | 43 | 58 | 62 | 70 | 56 | 57 | 67 | 79 | 67 | 73 | 62 |
| electrode current collector | 7 | 6 | 9 | 10 | 12 | 10 | 12 | 21 | 23 | 37 | 28 | 26 | 30 | 23 | 20 | 22 | 27 | 27 | 43 | 49 |
| lithium secondary battery | 47 | 78 | 64 | 55 | 87 | 82 | 98 | 65 | 50 | 63 | 66 | 66 | 67 | 65 | 62 | 53 | 63 | 44 | 56 | 77 |
| plurality battery cell | 3 | 1 | 3 | 1 | 5 | 6 | 5 | 13 | 10 | 10 | 9 | 26 | 26 | 31 | 22 | 27 | 27 | 27 | 32 | 32 |
| power storage device | 11 | 3 | 6 | 8 | 2 | 5 | 2 | 14 | 28 | 13 | 54 | 32 | 47 | 42 | 45 | 40 | 40 | 62 | 30 | 36 |
| current collector electrode | 5 | 7 | 5 | 3 | 6 | 7 | 6 | 13 | 15 | 16 | 17 | 25 | 17 | 15 | 17 | 13 | 17 | 16 | 22 | 29 |
| secondary battery electrode | 30 | 23 | 19 | 21 | 43 | 52 | 58 | 51 | 38 | 43 | 43 | 56 | 62 | 57 | 48 | 52 | 54 | 52 | 45 | 54 |
| ion secondary battery | 10 | 21 | 13 | 19 | 25 | 37 | 35 | 34 | 30 | 29 | 48 | 51 | 49 | 55 | 54 | 61 | 50 | 40 | 31 | 32 |
| power supply device | 11 | 3 | 22 | 6 | 16 | 18 | 18 | 13 | 34 | 21 | 24 | 27 | 34 | 35 | 36 | 29 | 29 | 30 | 29 | 32 |
| energy storage system | 0 | 6 | 0 | 7 | 2 | 7 | 3 | 12 | 14 | 11 | 14 | 18 | 12 | 16 | 15 | 14 | 18 | 20 | 21 | 20 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 2 | 7 | 10 | 14 | 8 | 11 | 13 | 12 | 11 | 14 | 19 | 12 | 18 | 20 |
| lithium ion secondary | 12 | 25 | 16 | 25 | 26 | 40 | 37 | 34 | 31 | 30 | 49 | 52 | 54 | 56 | 56 | 65 | 48 | 41 | 30 | 31 |
| solid state battery | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 8 | 6 | 4 | 4 | 6 | 10 | 18 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 2 | 6 | 14 | 16 | 7 | 7 | 12 | 13 | 15 | 12 | 19 | 14 | 16 | 17 | 17 |
| cathode active material | 6 | 9 | 20 | 26 | 7 | 18 | 30 | 23 | 18 | 23 | 27 | 15 | 22 | 23 | 25 | 24 | 21 | 23 | 22 | 22 |
| layer electrode active | 3 | 1 | 2 | 3 | 2 | 3 | 3 | 8 | 5 | 7 | 9 | 12 | 11 | 12 | 11 | 14 | 13 | 12 | 12 | 18 |
| energy storage unit | 1 | 1 | 19 | 1 | 3 | 4 | 10 | 7 | 10 | 17 | 13 | 16 | 12 | 10 | 6 | 12 | 12 | 12 | 21 | 16 |
| power supply system | 7 | 17 | 22 | 15 | 21 | 13 | 16 | 24 | 19 | 21 | 24 | 29 | 28 | 22 | 21 | 19 | 21 | 22 | 23 | 22 |
| material layer electrode | 2 | 0 | 1 | 3 | 2 | 7 | 8 | 9 | 4 | 11 | 10 | 15 | 12 | 12 | 10 | 11 | 9 | 12 | 9 | 16 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 2 | 0 | 2 | 1 | 8 | 4 | 6 | 9 | 7 | 12 | 5 | 9 | 9 | 12 | 13 | 19 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 7 | 6 | 17 | 14 | 23 | 22 | 20 | 26 | 15 | 13 |
| redox flow battery | 0 | 0 | 7 | 10 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 4 | 7 | 4 | 6 | 12 | 11 | 12 | 12 | 13 |
| collector electrode active | 1 | 2 | 4 | 1 | 2 | 4 | 2 | 7 | 5 | 5 | 8 | 13 | 7 | 12 | 14 | 9 | 9 | 9 | 8 | 14 |
| electrical energy storage | 1 | 3 | 9 | 13 | 14 | 2 | 8 | 18 | 6 | 10 | 15 | 6 | 13 | 16 | 9 | 10 | 10 | 12 | 13 | 14 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 11 | 8 | 8 | 8 | 12 | 15 | 22 | 12 | 13 | 14 | 12 |
| transition metal oxide | 3 | 6 | 3 | 8 | 2 | 6 | 10 | 8 | 5 | 10 | 11 | 10 | 8 | 9 | 11 | 17 | 14 | 9 | 9 | 15 |
| power storage element | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 4 | 3 | 1 | 7 | 8 | 12 | 14 | 20 | 19 | 18 | 13 |
| electrolyte secondary battery | 26 | 23 | 36 | 30 | 50 | 47 | 56 | 55 | 73 | 46 | 33 | 42 | 45 | 36 | 55 | 55 | 53 | 34 | 27 | 37 |
| active material particle | 4 | 5 | 11 | 5 | 11 | 12 | 21 | 15 | 13 | 13 | 11 | 11 | 14 | 12 | 12 | 19 | 21 | 25 | 21 | 15 |
| electric vehicle charging | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 3 | 7 | 9 | 14 | 15 | 8 | 7 | 5 | 6 | 7 | 11 |
| battery cell electrode | 0 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 5 | 4 | 8 | 5 | 6 | 7 | 6 | 7 | 11 |
| battery module plurality | 1 | 3 | 0 | 2 | 0 | 3 | 9 | 1 | 6 | 5 | 5 | 10 | 9 | 10 | 8 | 9 | 8 | 8 | 12 | 12 |
| control unit configured | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 5 | 5 | 5 | 6 | 6 | 7 | 6 | 10 |
| non-aqueous electrolyte secondary | 25 | 33 | 40 | 39 | 52 | 48 | 56 | 54 | 73 | 48 | 36 | 42 | 45 | 39 | 56 | 55 | 54 | 34 | 26 | 35 |
| state secondary battery | 0 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 4 | 3 | 5 | 4 | 5 | 5 | 4 | 3 | 7 | 11 | 5 | 10 |
| secondary battery lithium | 6 | 13 | 4 | 8 | 6 | 8 | 5 | 6 | 8 | 9 | 12 | 9 | 10 | 9 | 11 | 12 | 14 | 8 | 13 | 16 |
| anode active material | 6 | 2 | 4 | 13 | 11 | 13 | 30 | 28 | 26 | 20 | 23 | 16 | 14 | 15 | 27 | 14 | 9 | 14 | 17 | 16 |
| current collector layer | 0 | 0 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 4 | 10 | 9 |
| unmanned aerial vehicle | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 13 | 16 | 8 |
| electrode active substance | 1 | 2 | 9 | 0 | 14 | 10 | 3 | 1 | 1 | 2 | 4 | 4 | 7 | 6 | 11 | 7 | 8 | 4 | 7 | 9 |
| plurality battery module | 1 | 4 | 1 | 6 | 1 | 2 | 4 | 6 | 1 | 4 | 3 | 10 | 7 | 7 | 6 | 4 | 8 | 5 | 11 | 9 |
| non-aqueous electrolyte solution | 3 | 8 | 4 | 0 | 9 | 8 | 6 | 6 | 9 | 5 | 9 | 8 | 9 | 8 | 9 | 6 | 7 | 4 | 7 | 11 |
| power receiving device | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 1 | 12 | 6 | 8 | 11 | 16 | 22 | 14 | 10 | 10 | 12 | 8 |
| present electrode active | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 7 | 5 | 3 | 7 | 7 | 9 | 8 | 7 | 8 |
| solid state secondary | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 2 | 1 | 2 | 1 | 1 | 6 | 8 | 3 | 8 |
| solid electrolyte material | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 3 | 4 | 5 | 3 | 1 | 2 | 4 | 4 | 8 |
| power storage system | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 4 | 0 | 1 | 1 | 4 | 7 | 7 | 10 | 6 | 9 | 4 | 8 | 8 |
# Generate LaTeX code
generate_latex_code(growing_list_abstract_3_scaled[1])
\begin{tabularx}{\linewidth} {| >{\raggedright\arraybackslash}p{3.7cm}| >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | }
\mc{} & \mc{2000} & \mc{2001} & \mc{2002} & \mc{2003} & \mc{2004} & \mc{2005} & \mc{2006} & \mc{2007} & \mc{2008} & \mc{2009} & \mc{2010} & \mc{2011} & \mc{2012} & \mc{2013} & \mc{2014} & \mc{2015} & \mc{2016} & \mc{2017} & \mc{2018} & \mc{2019} \\
\hline
\hline
electrode active material & \cellcolor{blue!21.09375!white}\textcolor{black}{91} & \cellcolor{blue!4.6875!white}\textcolor{black}{70} & \cellcolor{blue!0.0!white}\textcolor{black}{64} & \cellcolor{blue!29.6875!white}\textcolor{black}{102} & \cellcolor{blue!32.8125!white}\textcolor{black}{106} & \cellcolor{blue!28.125!white}\textcolor{black}{100} & \cellcolor{blue!46.09375!white}\textcolor{white}{123} & \cellcolor{blue!50.78125!white}\textcolor{white}{129} & \cellcolor{blue!42.96875!white}\textcolor{white}{119} & \cellcolor{blue!49.21875!white}\textcolor{white}{127} & \cellcolor{blue!48.4375!white}\textcolor{white}{126} & \cellcolor{blue!100.0!white}\textcolor{white}{192} & \cellcolor{blue!94.53125!white}\textcolor{white}{185} & \cellcolor{blue!85.15625!white}\textcolor{white}{173} & \cellcolor{blue!80.46875!white}\textcolor{white}{167} & \cellcolor{blue!89.84375!white}\textcolor{white}{179} & \cellcolor{blue!77.34375!white}\textcolor{white}{163} & \cellcolor{blue!71.09375!white}\textcolor{white}{155} & \cellcolor{blue!61.71875!white}\textcolor{white}{143} & \cellcolor{blue!91.40625!white}\textcolor{white}{181} \\
\hline
active material layer & \cellcolor{blue!12.5!white}\textcolor{black}{17} & \cellcolor{blue!0.0!white}\textcolor{black}{8} & \cellcolor{blue!25.0!white}\textcolor{black}{26} & \cellcolor{blue!20.833333333333336!white}\textcolor{black}{23} & \cellcolor{blue!29.166666666666668!white}\textcolor{black}{29} & \cellcolor{blue!73.61111111111111!white}\textcolor{white}{61} & \cellcolor{blue!69.44444444444444!white}\textcolor{white}{58} & \cellcolor{blue!81.94444444444444!white}\textcolor{white}{67} & \cellcolor{blue!63.888888888888886!white}\textcolor{white}{54} & \cellcolor{blue!81.94444444444444!white}\textcolor{white}{67} & \cellcolor{blue!65.27777777777779!white}\textcolor{white}{55} & \cellcolor{blue!87.5!white}\textcolor{white}{71} & \cellcolor{blue!75.0!white}\textcolor{white}{62} & \cellcolor{blue!91.66666666666666!white}\textcolor{white}{74} & \cellcolor{blue!76.38888888888889!white}\textcolor{white}{63} & \cellcolor{blue!58.333333333333336!white}\textcolor{white}{50} & \cellcolor{blue!48.61111111111111!white}\textcolor{white}{43} & \cellcolor{blue!72.22222222222221!white}\textcolor{white}{60} & \cellcolor{blue!77.77777777777779!white}\textcolor{white}{64} & \cellcolor{blue!100.0!white}\textcolor{white}{80} \\
\hline
energy storage device & \cellcolor{blue!0.0!white}\textcolor{black}{5} & \cellcolor{blue!50.847457627118644!white}\textcolor{white}{35} & \cellcolor{blue!32.20338983050847!white}\textcolor{black}{24} & \cellcolor{blue!47.45762711864407!white}\textcolor{white}{33} & \cellcolor{blue!35.59322033898305!white}\textcolor{black}{26} & \cellcolor{blue!13.559322033898304!white}\textcolor{black}{13} & \cellcolor{blue!30.508474576271187!white}\textcolor{black}{23} & \cellcolor{blue!47.45762711864407!white}\textcolor{white}{33} & \cellcolor{blue!66.10169491525424!white}\textcolor{white}{44} & \cellcolor{blue!47.45762711864407!white}\textcolor{white}{33} & \cellcolor{blue!66.10169491525424!white}\textcolor{white}{44} & \cellcolor{blue!52.54237288135594!white}\textcolor{white}{36} & \cellcolor{blue!47.45762711864407!white}\textcolor{white}{33} & \cellcolor{blue!74.57627118644068!white}\textcolor{white}{49} & \cellcolor{blue!69.49152542372882!white}\textcolor{white}{46} & \cellcolor{blue!52.54237288135594!white}\textcolor{white}{36} & \cellcolor{blue!71.1864406779661!white}\textcolor{white}{47} & \cellcolor{blue!100.0!white}\textcolor{white}{64} & \cellcolor{blue!93.22033898305084!white}\textcolor{white}{60} & \cellcolor{blue!91.52542372881356!white}\textcolor{white}{59} \\
\hline
lithium ion battery & \cellcolor{blue!4.477611940298507!white}\textcolor{black}{15} & \cellcolor{blue!14.925373134328357!white}\textcolor{black}{22} & \cellcolor{blue!35.82089552238806!white}\textcolor{black}{36} & \cellcolor{blue!20.8955223880597!white}\textcolor{black}{26} & \cellcolor{blue!0.0!white}\textcolor{black}{12} & \cellcolor{blue!28.35820895522388!white}\textcolor{black}{31} & \cellcolor{blue!26.865671641791046!white}\textcolor{black}{30} & \cellcolor{blue!40.298507462686565!white}\textcolor{white}{39} & \cellcolor{blue!41.7910447761194!white}\textcolor{white}{40} & \cellcolor{blue!46.26865671641791!white}\textcolor{white}{43} & \cellcolor{blue!68.65671641791045!white}\textcolor{white}{58} & \cellcolor{blue!74.6268656716418!white}\textcolor{white}{62} & \cellcolor{blue!86.56716417910447!white}\textcolor{white}{70} & \cellcolor{blue!65.67164179104478!white}\textcolor{white}{56} & \cellcolor{blue!67.16417910447761!white}\textcolor{white}{57} & \cellcolor{blue!82.08955223880598!white}\textcolor{white}{67} & \cellcolor{blue!100.0!white}\textcolor{white}{79} & \cellcolor{blue!82.08955223880598!white}\textcolor{white}{67} & \cellcolor{blue!91.04477611940298!white}\textcolor{white}{73} & \cellcolor{blue!74.6268656716418!white}\textcolor{white}{62} \\
\hline
electrode current collector & \cellcolor{blue!2.3255813953488373!white}\textcolor{black}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{6} & \cellcolor{blue!6.976744186046512!white}\textcolor{black}{9} & \cellcolor{blue!9.30232558139535!white}\textcolor{black}{10} & \cellcolor{blue!13.953488372093023!white}\textcolor{black}{12} & \cellcolor{blue!9.30232558139535!white}\textcolor{black}{10} & \cellcolor{blue!13.953488372093023!white}\textcolor{black}{12} & \cellcolor{blue!34.883720930232556!white}\textcolor{black}{21} & \cellcolor{blue!39.53488372093023!white}\textcolor{black}{23} & \cellcolor{blue!72.09302325581395!white}\textcolor{white}{37} & \cellcolor{blue!51.162790697674424!white}\textcolor{white}{28} & \cellcolor{blue!46.51162790697674!white}\textcolor{white}{26} & \cellcolor{blue!55.81395348837209!white}\textcolor{white}{30} & \cellcolor{blue!39.53488372093023!white}\textcolor{black}{23} & \cellcolor{blue!32.55813953488372!white}\textcolor{black}{20} & \cellcolor{blue!37.2093023255814!white}\textcolor{black}{22} & \cellcolor{blue!48.837209302325576!white}\textcolor{white}{27} & \cellcolor{blue!48.837209302325576!white}\textcolor{white}{27} & \cellcolor{blue!86.04651162790698!white}\textcolor{white}{43} & \cellcolor{blue!100.0!white}\textcolor{white}{49} \\
\hline
lithium secondary battery & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{47} & \cellcolor{blue!62.96296296296296!white}\textcolor{white}{78} & \cellcolor{blue!37.03703703703704!white}\textcolor{black}{64} & \cellcolor{blue!20.37037037037037!white}\textcolor{black}{55} & \cellcolor{blue!79.62962962962963!white}\textcolor{white}{87} & \cellcolor{blue!70.37037037037037!white}\textcolor{white}{82} & \cellcolor{blue!100.0!white}\textcolor{white}{98} & \cellcolor{blue!38.88888888888889!white}\textcolor{black}{65} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{50} & \cellcolor{blue!35.18518518518518!white}\textcolor{black}{63} & \cellcolor{blue!40.74074074074074!white}\textcolor{white}{66} & \cellcolor{blue!40.74074074074074!white}\textcolor{white}{66} & \cellcolor{blue!42.592592592592595!white}\textcolor{white}{67} & \cellcolor{blue!38.88888888888889!white}\textcolor{black}{65} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{62} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{53} & \cellcolor{blue!35.18518518518518!white}\textcolor{black}{63} & \cellcolor{blue!0.0!white}\textcolor{black}{44} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{56} & \cellcolor{blue!61.111111111111114!white}\textcolor{white}{77} \\
\hline
plurality battery cell & \cellcolor{blue!6.451612903225806!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!6.451612903225806!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!12.903225806451612!white}\textcolor{black}{5} & \cellcolor{blue!16.129032258064516!white}\textcolor{black}{6} & \cellcolor{blue!12.903225806451612!white}\textcolor{black}{5} & \cellcolor{blue!38.70967741935484!white}\textcolor{black}{13} & \cellcolor{blue!29.03225806451613!white}\textcolor{black}{10} & \cellcolor{blue!29.03225806451613!white}\textcolor{black}{10} & \cellcolor{blue!25.806451612903224!white}\textcolor{black}{9} & \cellcolor{blue!80.64516129032258!white}\textcolor{white}{26} & \cellcolor{blue!80.64516129032258!white}\textcolor{white}{26} & \cellcolor{blue!96.7741935483871!white}\textcolor{white}{31} & \cellcolor{blue!67.74193548387096!white}\textcolor{white}{22} & \cellcolor{blue!83.87096774193549!white}\textcolor{white}{27} & \cellcolor{blue!83.87096774193549!white}\textcolor{white}{27} & \cellcolor{blue!83.87096774193549!white}\textcolor{white}{27} & \cellcolor{blue!100.0!white}\textcolor{white}{32} & \cellcolor{blue!100.0!white}\textcolor{white}{32} \\
\hline
power storage device & \cellcolor{blue!15.0!white}\textcolor{black}{11} & \cellcolor{blue!1.6666666666666667!white}\textcolor{black}{3} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{6} & \cellcolor{blue!10.0!white}\textcolor{black}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{2} & \cellcolor{blue!5.0!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{14} & \cellcolor{blue!43.333333333333336!white}\textcolor{white}{28} & \cellcolor{blue!18.333333333333332!white}\textcolor{black}{13} & \cellcolor{blue!86.66666666666667!white}\textcolor{white}{54} & \cellcolor{blue!50.0!white}\textcolor{white}{32} & \cellcolor{blue!75.0!white}\textcolor{white}{47} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{42} & \cellcolor{blue!71.66666666666667!white}\textcolor{white}{45} & \cellcolor{blue!63.33333333333333!white}\textcolor{white}{40} & \cellcolor{blue!63.33333333333333!white}\textcolor{white}{40} & \cellcolor{blue!100.0!white}\textcolor{white}{62} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{30} & \cellcolor{blue!56.666666666666664!white}\textcolor{white}{36} \\
\hline
current collector electrode & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{5} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{7} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!11.538461538461538!white}\textcolor{black}{6} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{7} & \cellcolor{blue!11.538461538461538!white}\textcolor{black}{6} & \cellcolor{blue!38.46153846153847!white}\textcolor{black}{13} & \cellcolor{blue!46.15384615384615!white}\textcolor{white}{15} & \cellcolor{blue!50.0!white}\textcolor{white}{16} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{17} & \cellcolor{blue!84.61538461538461!white}\textcolor{white}{25} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{17} & \cellcolor{blue!46.15384615384615!white}\textcolor{white}{15} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{17} & \cellcolor{blue!38.46153846153847!white}\textcolor{black}{13} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{17} & \cellcolor{blue!50.0!white}\textcolor{white}{16} & \cellcolor{blue!73.07692307692307!white}\textcolor{white}{22} & \cellcolor{blue!100.0!white}\textcolor{white}{29} \\
\hline
secondary battery electrode & \cellcolor{blue!25.581395348837212!white}\textcolor{black}{30} & \cellcolor{blue!9.30232558139535!white}\textcolor{black}{23} & \cellcolor{blue!0.0!white}\textcolor{black}{19} & \cellcolor{blue!4.651162790697675!white}\textcolor{black}{21} & \cellcolor{blue!55.81395348837209!white}\textcolor{white}{43} & \cellcolor{blue!76.74418604651163!white}\textcolor{white}{52} & \cellcolor{blue!90.69767441860465!white}\textcolor{white}{58} & \cellcolor{blue!74.4186046511628!white}\textcolor{white}{51} & \cellcolor{blue!44.18604651162791!white}\textcolor{white}{38} & \cellcolor{blue!55.81395348837209!white}\textcolor{white}{43} & \cellcolor{blue!55.81395348837209!white}\textcolor{white}{43} & \cellcolor{blue!86.04651162790698!white}\textcolor{white}{56} & \cellcolor{blue!100.0!white}\textcolor{white}{62} & \cellcolor{blue!88.37209302325581!white}\textcolor{white}{57} & \cellcolor{blue!67.44186046511628!white}\textcolor{white}{48} & \cellcolor{blue!76.74418604651163!white}\textcolor{white}{52} & \cellcolor{blue!81.3953488372093!white}\textcolor{white}{54} & \cellcolor{blue!76.74418604651163!white}\textcolor{white}{52} & \cellcolor{blue!60.46511627906976!white}\textcolor{white}{45} & \cellcolor{blue!81.3953488372093!white}\textcolor{white}{54} \\
\hline
ion secondary battery & \cellcolor{blue!0.0!white}\textcolor{black}{10} & \cellcolor{blue!21.568627450980394!white}\textcolor{black}{21} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{13} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{19} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{25} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{37} & \cellcolor{blue!49.01960784313725!white}\textcolor{white}{35} & \cellcolor{blue!47.05882352941176!white}\textcolor{white}{34} & \cellcolor{blue!39.21568627450981!white}\textcolor{black}{30} & \cellcolor{blue!37.254901960784316!white}\textcolor{black}{29} & \cellcolor{blue!74.50980392156863!white}\textcolor{white}{48} & \cellcolor{blue!80.3921568627451!white}\textcolor{white}{51} & \cellcolor{blue!76.47058823529412!white}\textcolor{white}{49} & \cellcolor{blue!88.23529411764706!white}\textcolor{white}{55} & \cellcolor{blue!86.27450980392157!white}\textcolor{white}{54} & \cellcolor{blue!100.0!white}\textcolor{white}{61} & \cellcolor{blue!78.43137254901961!white}\textcolor{white}{50} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{40} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{31} & \cellcolor{blue!43.13725490196079!white}\textcolor{white}{32} \\
\hline
power supply device & \cellcolor{blue!24.242424242424242!white}\textcolor{black}{11} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!57.57575757575758!white}\textcolor{white}{22} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{6} & \cellcolor{blue!39.39393939393939!white}\textcolor{black}{16} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{18} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{18} & \cellcolor{blue!30.303030303030305!white}\textcolor{black}{13} & \cellcolor{blue!93.93939393939394!white}\textcolor{white}{34} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{21} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{24} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{27} & \cellcolor{blue!93.93939393939394!white}\textcolor{white}{34} & \cellcolor{blue!96.96969696969697!white}\textcolor{white}{35} & \cellcolor{blue!100.0!white}\textcolor{white}{36} & \cellcolor{blue!78.78787878787878!white}\textcolor{white}{29} & \cellcolor{blue!78.78787878787878!white}\textcolor{white}{29} & \cellcolor{blue!81.81818181818183!white}\textcolor{white}{30} & \cellcolor{blue!78.78787878787878!white}\textcolor{white}{29} & \cellcolor{blue!87.87878787878788!white}\textcolor{white}{32} \\
\hline
energy storage system & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{7} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{7} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{3} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{12} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{14} & \cellcolor{blue!52.38095238095239!white}\textcolor{white}{11} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{14} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{18} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{12} & \cellcolor{blue!76.19047619047619!white}\textcolor{white}{16} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{15} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{14} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{18} & \cellcolor{blue!95.23809523809523!white}\textcolor{white}{20} & \cellcolor{blue!100.0!white}\textcolor{white}{21} & \cellcolor{blue!95.23809523809523!white}\textcolor{white}{20} \\
\hline
electrode mixture layer & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!15.0!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{2} & \cellcolor{blue!35.0!white}\textcolor{black}{7} & \cellcolor{blue!50.0!white}\textcolor{white}{10} & \cellcolor{blue!70.0!white}\textcolor{white}{14} & \cellcolor{blue!40.0!white}\textcolor{white}{8} & \cellcolor{blue!55.00000000000001!white}\textcolor{white}{11} & \cellcolor{blue!65.0!white}\textcolor{white}{13} & \cellcolor{blue!60.0!white}\textcolor{white}{12} & \cellcolor{blue!55.00000000000001!white}\textcolor{white}{11} & \cellcolor{blue!70.0!white}\textcolor{white}{14} & \cellcolor{blue!95.0!white}\textcolor{white}{19} & \cellcolor{blue!60.0!white}\textcolor{white}{12} & \cellcolor{blue!90.0!white}\textcolor{white}{18} & \cellcolor{blue!100.0!white}\textcolor{white}{20} \\
\hline
lithium ion secondary & \cellcolor{blue!0.0!white}\textcolor{black}{12} & \cellcolor{blue!24.528301886792452!white}\textcolor{black}{25} & \cellcolor{blue!7.547169811320755!white}\textcolor{black}{16} & \cellcolor{blue!24.528301886792452!white}\textcolor{black}{25} & \cellcolor{blue!26.41509433962264!white}\textcolor{black}{26} & \cellcolor{blue!52.83018867924528!white}\textcolor{white}{40} & \cellcolor{blue!47.16981132075472!white}\textcolor{white}{37} & \cellcolor{blue!41.509433962264154!white}\textcolor{white}{34} & \cellcolor{blue!35.84905660377358!white}\textcolor{black}{31} & \cellcolor{blue!33.9622641509434!white}\textcolor{black}{30} & \cellcolor{blue!69.81132075471697!white}\textcolor{white}{49} & \cellcolor{blue!75.47169811320755!white}\textcolor{white}{52} & \cellcolor{blue!79.24528301886792!white}\textcolor{white}{54} & \cellcolor{blue!83.01886792452831!white}\textcolor{white}{56} & \cellcolor{blue!83.01886792452831!white}\textcolor{white}{56} & \cellcolor{blue!100.0!white}\textcolor{white}{65} & \cellcolor{blue!67.9245283018868!white}\textcolor{white}{48} & \cellcolor{blue!54.71698113207547!white}\textcolor{white}{41} & \cellcolor{blue!33.9622641509434!white}\textcolor{black}{30} & \cellcolor{blue!35.84905660377358!white}\textcolor{black}{31} \\
\hline
solid state battery & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{2} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{2} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{4} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{8} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{6} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{4} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{4} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{6} & \cellcolor{blue!55.55555555555556!white}\textcolor{white}{10} & \cellcolor{blue!100.0!white}\textcolor{white}{18} \\
\hline
battery management system & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!15.789473684210526!white}\textcolor{black}{3} & \cellcolor{blue!15.789473684210526!white}\textcolor{black}{3} & \cellcolor{blue!5.263157894736842!white}\textcolor{black}{1} & \cellcolor{blue!10.526315789473683!white}\textcolor{black}{2} & \cellcolor{blue!10.526315789473683!white}\textcolor{black}{2} & \cellcolor{blue!31.57894736842105!white}\textcolor{black}{6} & \cellcolor{blue!73.68421052631578!white}\textcolor{white}{14} & \cellcolor{blue!84.21052631578947!white}\textcolor{white}{16} & \cellcolor{blue!36.84210526315789!white}\textcolor{black}{7} & \cellcolor{blue!36.84210526315789!white}\textcolor{black}{7} & \cellcolor{blue!63.1578947368421!white}\textcolor{white}{12} & \cellcolor{blue!68.42105263157895!white}\textcolor{white}{13} & \cellcolor{blue!78.94736842105263!white}\textcolor{white}{15} & \cellcolor{blue!63.1578947368421!white}\textcolor{white}{12} & \cellcolor{blue!100.0!white}\textcolor{white}{19} & \cellcolor{blue!73.68421052631578!white}\textcolor{white}{14} & \cellcolor{blue!84.21052631578947!white}\textcolor{white}{16} & \cellcolor{blue!89.47368421052632!white}\textcolor{white}{17} & \cellcolor{blue!89.47368421052632!white}\textcolor{white}{17} \\
\hline
cathode active material & \cellcolor{blue!0.0!white}\textcolor{black}{6} & \cellcolor{blue!12.5!white}\textcolor{black}{9} & \cellcolor{blue!58.333333333333336!white}\textcolor{white}{20} & \cellcolor{blue!83.33333333333334!white}\textcolor{white}{26} & \cellcolor{blue!4.166666666666666!white}\textcolor{black}{7} & \cellcolor{blue!50.0!white}\textcolor{white}{18} & \cellcolor{blue!100.0!white}\textcolor{white}{30} & \cellcolor{blue!70.83333333333334!white}\textcolor{white}{23} & \cellcolor{blue!50.0!white}\textcolor{white}{18} & \cellcolor{blue!70.83333333333334!white}\textcolor{white}{23} & \cellcolor{blue!87.5!white}\textcolor{white}{27} & \cellcolor{blue!37.5!white}\textcolor{black}{15} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{22} & \cellcolor{blue!70.83333333333334!white}\textcolor{white}{23} & \cellcolor{blue!79.16666666666666!white}\textcolor{white}{25} & \cellcolor{blue!75.0!white}\textcolor{white}{24} & \cellcolor{blue!62.5!white}\textcolor{white}{21} & \cellcolor{blue!70.83333333333334!white}\textcolor{white}{23} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{22} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{22} \\
\hline
layer electrode active & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{2} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{3} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{2} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{3} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{3} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{8} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{5} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{7} & \cellcolor{blue!47.05882352941176!white}\textcolor{white}{9} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{12} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{11} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{12} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{11} & \cellcolor{blue!76.47058823529412!white}\textcolor{white}{14} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{13} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{12} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{12} & \cellcolor{blue!100.0!white}\textcolor{white}{18} \\
\hline
energy storage unit & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!90.0!white}\textcolor{white}{19} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{3} & \cellcolor{blue!15.0!white}\textcolor{black}{4} & \cellcolor{blue!45.0!white}\textcolor{white}{10} & \cellcolor{blue!30.0!white}\textcolor{black}{7} & \cellcolor{blue!45.0!white}\textcolor{white}{10} & \cellcolor{blue!80.0!white}\textcolor{white}{17} & \cellcolor{blue!60.0!white}\textcolor{white}{13} & \cellcolor{blue!75.0!white}\textcolor{white}{16} & \cellcolor{blue!55.00000000000001!white}\textcolor{white}{12} & \cellcolor{blue!45.0!white}\textcolor{white}{10} & \cellcolor{blue!25.0!white}\textcolor{black}{6} & \cellcolor{blue!55.00000000000001!white}\textcolor{white}{12} & \cellcolor{blue!55.00000000000001!white}\textcolor{white}{12} & \cellcolor{blue!55.00000000000001!white}\textcolor{white}{12} & \cellcolor{blue!100.0!white}\textcolor{white}{21} & \cellcolor{blue!75.0!white}\textcolor{white}{16} \\
\hline
power supply system & \cellcolor{blue!0.0!white}\textcolor{black}{7} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{17} & \cellcolor{blue!68.18181818181817!white}\textcolor{white}{22} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{15} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{21} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{13} & \cellcolor{blue!40.909090909090914!white}\textcolor{white}{16} & \cellcolor{blue!77.27272727272727!white}\textcolor{white}{24} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{19} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{21} & \cellcolor{blue!77.27272727272727!white}\textcolor{white}{24} & \cellcolor{blue!100.0!white}\textcolor{white}{29} & \cellcolor{blue!95.45454545454545!white}\textcolor{white}{28} & \cellcolor{blue!68.18181818181817!white}\textcolor{white}{22} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{21} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{19} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{21} & \cellcolor{blue!68.18181818181817!white}\textcolor{white}{22} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{23} & \cellcolor{blue!68.18181818181817!white}\textcolor{white}{22} \\
\hline
material layer electrode & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!6.25!white}\textcolor{black}{1} & \cellcolor{blue!18.75!white}\textcolor{black}{3} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!43.75!white}\textcolor{white}{7} & \cellcolor{blue!50.0!white}\textcolor{white}{8} & \cellcolor{blue!56.25!white}\textcolor{white}{9} & \cellcolor{blue!25.0!white}\textcolor{black}{4} & \cellcolor{blue!68.75!white}\textcolor{white}{11} & \cellcolor{blue!62.5!white}\textcolor{white}{10} & \cellcolor{blue!93.75!white}\textcolor{white}{15} & \cellcolor{blue!75.0!white}\textcolor{white}{12} & \cellcolor{blue!75.0!white}\textcolor{white}{12} & \cellcolor{blue!62.5!white}\textcolor{white}{10} & \cellcolor{blue!68.75!white}\textcolor{white}{11} & \cellcolor{blue!56.25!white}\textcolor{white}{9} & \cellcolor{blue!75.0!white}\textcolor{white}{12} & \cellcolor{blue!56.25!white}\textcolor{white}{9} & \cellcolor{blue!100.0!white}\textcolor{white}{16} \\
\hline
solid electrolyte layer & \cellcolor{blue!26.31578947368421!white}\textcolor{black}{5} & \cellcolor{blue!10.526315789473683!white}\textcolor{black}{2} & \cellcolor{blue!5.263157894736842!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.526315789473683!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.526315789473683!white}\textcolor{black}{2} & \cellcolor{blue!5.263157894736842!white}\textcolor{black}{1} & \cellcolor{blue!42.10526315789473!white}\textcolor{white}{8} & \cellcolor{blue!21.052631578947366!white}\textcolor{black}{4} & \cellcolor{blue!31.57894736842105!white}\textcolor{black}{6} & \cellcolor{blue!47.368421052631575!white}\textcolor{white}{9} & \cellcolor{blue!36.84210526315789!white}\textcolor{black}{7} & \cellcolor{blue!63.1578947368421!white}\textcolor{white}{12} & \cellcolor{blue!26.31578947368421!white}\textcolor{black}{5} & \cellcolor{blue!47.368421052631575!white}\textcolor{white}{9} & \cellcolor{blue!47.368421052631575!white}\textcolor{white}{9} & \cellcolor{blue!63.1578947368421!white}\textcolor{white}{12} & \cellcolor{blue!68.42105263157895!white}\textcolor{white}{13} & \cellcolor{blue!100.0!white}\textcolor{white}{19} \\
\hline
wireless power transmission & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.8461538461538463!white}\textcolor{black}{1} & \cellcolor{blue!19.230769230769234!white}\textcolor{black}{5} & \cellcolor{blue!26.923076923076923!white}\textcolor{black}{7} & \cellcolor{blue!23.076923076923077!white}\textcolor{black}{6} & \cellcolor{blue!65.38461538461539!white}\textcolor{white}{17} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{14} & \cellcolor{blue!88.46153846153845!white}\textcolor{white}{23} & \cellcolor{blue!84.61538461538461!white}\textcolor{white}{22} & \cellcolor{blue!76.92307692307693!white}\textcolor{white}{20} & \cellcolor{blue!100.0!white}\textcolor{white}{26} & \cellcolor{blue!57.692307692307686!white}\textcolor{white}{15} & \cellcolor{blue!50.0!white}\textcolor{white}{13} \\
\hline
redox flow battery & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{7} & \cellcolor{blue!76.92307692307693!white}\textcolor{white}{10} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{2} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!30.76923076923077!white}\textcolor{black}{4} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{7} & \cellcolor{blue!30.76923076923077!white}\textcolor{black}{4} & \cellcolor{blue!46.15384615384615!white}\textcolor{white}{6} & \cellcolor{blue!92.3076923076923!white}\textcolor{white}{12} & \cellcolor{blue!84.61538461538461!white}\textcolor{white}{11} & \cellcolor{blue!92.3076923076923!white}\textcolor{white}{12} & \cellcolor{blue!92.3076923076923!white}\textcolor{white}{12} & \cellcolor{blue!100.0!white}\textcolor{white}{13} \\
\hline
collector electrode active & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{2} & \cellcolor{blue!23.076923076923077!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{2} & \cellcolor{blue!23.076923076923077!white}\textcolor{black}{4} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{2} & \cellcolor{blue!46.15384615384615!white}\textcolor{white}{7} & \cellcolor{blue!30.76923076923077!white}\textcolor{black}{5} & \cellcolor{blue!30.76923076923077!white}\textcolor{black}{5} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{8} & \cellcolor{blue!92.3076923076923!white}\textcolor{white}{13} & \cellcolor{blue!46.15384615384615!white}\textcolor{white}{7} & \cellcolor{blue!84.61538461538461!white}\textcolor{white}{12} & \cellcolor{blue!100.0!white}\textcolor{white}{14} & \cellcolor{blue!61.53846153846154!white}\textcolor{white}{9} & \cellcolor{blue!61.53846153846154!white}\textcolor{white}{9} & \cellcolor{blue!61.53846153846154!white}\textcolor{white}{9} & \cellcolor{blue!53.84615384615385!white}\textcolor{white}{8} & \cellcolor{blue!100.0!white}\textcolor{white}{14} \\
\hline
electrical energy storage & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{3} & \cellcolor{blue!47.05882352941176!white}\textcolor{white}{9} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{13} & \cellcolor{blue!76.47058823529412!white}\textcolor{white}{14} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{2} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{8} & \cellcolor{blue!100.0!white}\textcolor{white}{18} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{6} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{10} & \cellcolor{blue!82.35294117647058!white}\textcolor{white}{15} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{6} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{13} & \cellcolor{blue!88.23529411764706!white}\textcolor{white}{16} & \cellcolor{blue!47.05882352941176!white}\textcolor{white}{9} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{10} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{10} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{12} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{13} & \cellcolor{blue!76.47058823529412!white}\textcolor{white}{14} \\
\hline
power transmission device & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!4.545454545454546!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{11} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{8} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{8} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{8} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{12} & \cellcolor{blue!68.18181818181817!white}\textcolor{white}{15} & \cellcolor{blue!100.0!white}\textcolor{white}{22} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{12} & \cellcolor{blue!59.09090909090909!white}\textcolor{white}{13} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{14} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{12} \\
\hline
transition metal oxide & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{3} & \cellcolor{blue!26.666666666666668!white}\textcolor{black}{6} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{3} & \cellcolor{blue!40.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{2} & \cellcolor{blue!26.666666666666668!white}\textcolor{black}{6} & \cellcolor{blue!53.333333333333336!white}\textcolor{white}{10} & \cellcolor{blue!40.0!white}\textcolor{white}{8} & \cellcolor{blue!20.0!white}\textcolor{black}{5} & \cellcolor{blue!53.333333333333336!white}\textcolor{white}{10} & \cellcolor{blue!60.0!white}\textcolor{white}{11} & \cellcolor{blue!53.333333333333336!white}\textcolor{white}{10} & \cellcolor{blue!40.0!white}\textcolor{white}{8} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{9} & \cellcolor{blue!60.0!white}\textcolor{white}{11} & \cellcolor{blue!100.0!white}\textcolor{white}{17} & \cellcolor{blue!80.0!white}\textcolor{white}{14} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{9} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{9} & \cellcolor{blue!86.66666666666667!white}\textcolor{white}{15} \\
\hline
power storage element & \cellcolor{blue!5.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{5} & \cellcolor{blue!20.0!white}\textcolor{black}{4} & \cellcolor{blue!15.0!white}\textcolor{black}{3} & \cellcolor{blue!5.0!white}\textcolor{black}{1} & \cellcolor{blue!35.0!white}\textcolor{black}{7} & \cellcolor{blue!40.0!white}\textcolor{white}{8} & \cellcolor{blue!60.0!white}\textcolor{white}{12} & \cellcolor{blue!70.0!white}\textcolor{white}{14} & \cellcolor{blue!100.0!white}\textcolor{white}{20} & \cellcolor{blue!95.0!white}\textcolor{white}{19} & \cellcolor{blue!90.0!white}\textcolor{white}{18} & \cellcolor{blue!65.0!white}\textcolor{white}{13} \\
\hline
electrolyte secondary battery & \cellcolor{blue!6.0!white}\textcolor{black}{26} & \cellcolor{blue!0.0!white}\textcolor{black}{23} & \cellcolor{blue!26.0!white}\textcolor{black}{36} & \cellcolor{blue!14.000000000000002!white}\textcolor{black}{30} & \cellcolor{blue!54.0!white}\textcolor{white}{50} & \cellcolor{blue!48.0!white}\textcolor{white}{47} & \cellcolor{blue!66.0!white}\textcolor{white}{56} & \cellcolor{blue!64.0!white}\textcolor{white}{55} & \cellcolor{blue!100.0!white}\textcolor{white}{73} & \cellcolor{blue!46.0!white}\textcolor{white}{46} & \cellcolor{blue!20.0!white}\textcolor{black}{33} & \cellcolor{blue!38.0!white}\textcolor{black}{42} & \cellcolor{blue!44.0!white}\textcolor{white}{45} & \cellcolor{blue!26.0!white}\textcolor{black}{36} & \cellcolor{blue!64.0!white}\textcolor{white}{55} & \cellcolor{blue!64.0!white}\textcolor{white}{55} & \cellcolor{blue!60.0!white}\textcolor{white}{53} & \cellcolor{blue!22.0!white}\textcolor{black}{34} & \cellcolor{blue!8.0!white}\textcolor{black}{27} & \cellcolor{blue!28.000000000000004!white}\textcolor{black}{37} \\
\hline
active material particle & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{5} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{11} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{5} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{11} & \cellcolor{blue!38.095238095238095!white}\textcolor{black}{12} & \cellcolor{blue!80.95238095238095!white}\textcolor{white}{21} & \cellcolor{blue!52.38095238095239!white}\textcolor{white}{15} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{13} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{13} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{11} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{11} & \cellcolor{blue!47.61904761904761!white}\textcolor{white}{14} & \cellcolor{blue!38.095238095238095!white}\textcolor{black}{12} & \cellcolor{blue!38.095238095238095!white}\textcolor{black}{12} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{19} & \cellcolor{blue!80.95238095238095!white}\textcolor{white}{21} & \cellcolor{blue!100.0!white}\textcolor{white}{25} & \cellcolor{blue!80.95238095238095!white}\textcolor{white}{21} & \cellcolor{blue!52.38095238095239!white}\textcolor{white}{15} \\
\hline
electric vehicle charging & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{3} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{7} & \cellcolor{blue!60.0!white}\textcolor{white}{9} & \cellcolor{blue!93.33333333333333!white}\textcolor{white}{14} & \cellcolor{blue!100.0!white}\textcolor{white}{15} & \cellcolor{blue!53.333333333333336!white}\textcolor{white}{8} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{7} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{5} & \cellcolor{blue!40.0!white}\textcolor{white}{6} & \cellcolor{blue!46.666666666666664!white}\textcolor{white}{7} & \cellcolor{blue!73.33333333333333!white}\textcolor{white}{11} \\
\hline
battery cell electrode & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{8} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{6} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{7} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{6} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{7} & \cellcolor{blue!100.0!white}\textcolor{white}{11} \\
\hline
battery module plurality & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!75.0!white}\textcolor{white}{9} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{6} & \cellcolor{blue!41.66666666666667!white}\textcolor{white}{5} & \cellcolor{blue!41.66666666666667!white}\textcolor{white}{5} & \cellcolor{blue!83.33333333333334!white}\textcolor{white}{10} & \cellcolor{blue!75.0!white}\textcolor{white}{9} & \cellcolor{blue!83.33333333333334!white}\textcolor{white}{10} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!75.0!white}\textcolor{white}{9} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!100.0!white}\textcolor{white}{12} & \cellcolor{blue!100.0!white}\textcolor{white}{12} \\
\hline
control unit configured & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!60.0!white}\textcolor{white}{6} & \cellcolor{blue!60.0!white}\textcolor{white}{6} & \cellcolor{blue!70.0!white}\textcolor{white}{7} & \cellcolor{blue!60.0!white}\textcolor{white}{6} & \cellcolor{blue!100.0!white}\textcolor{white}{10} \\
\hline
non-aqueous electrolyte secondary & \cellcolor{blue!0.0!white}\textcolor{black}{25} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{33} & \cellcolor{blue!31.25!white}\textcolor{black}{40} & \cellcolor{blue!29.166666666666668!white}\textcolor{black}{39} & \cellcolor{blue!56.25!white}\textcolor{white}{52} & \cellcolor{blue!47.91666666666667!white}\textcolor{white}{48} & \cellcolor{blue!64.58333333333334!white}\textcolor{white}{56} & \cellcolor{blue!60.416666666666664!white}\textcolor{white}{54} & \cellcolor{blue!100.0!white}\textcolor{white}{73} & \cellcolor{blue!47.91666666666667!white}\textcolor{white}{48} & \cellcolor{blue!22.916666666666664!white}\textcolor{black}{36} & \cellcolor{blue!35.41666666666667!white}\textcolor{black}{42} & \cellcolor{blue!41.66666666666667!white}\textcolor{white}{45} & \cellcolor{blue!29.166666666666668!white}\textcolor{black}{39} & \cellcolor{blue!64.58333333333334!white}\textcolor{white}{56} & \cellcolor{blue!62.5!white}\textcolor{white}{55} & \cellcolor{blue!60.416666666666664!white}\textcolor{white}{54} & \cellcolor{blue!18.75!white}\textcolor{black}{34} & \cellcolor{blue!2.083333333333333!white}\textcolor{black}{26} & \cellcolor{blue!20.833333333333336!white}\textcolor{black}{35} \\
\hline
state secondary battery & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{7} & \cellcolor{blue!100.0!white}\textcolor{white}{11} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!90.9090909090909!white}\textcolor{white}{10} \\
\hline
secondary battery lithium & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{6} & \cellcolor{blue!75.0!white}\textcolor{white}{13} & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{8} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{6} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{8} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{5} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{6} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{8} & \cellcolor{blue!41.66666666666667!white}\textcolor{white}{9} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{12} & \cellcolor{blue!41.66666666666667!white}\textcolor{white}{9} & \cellcolor{blue!50.0!white}\textcolor{white}{10} & \cellcolor{blue!41.66666666666667!white}\textcolor{white}{9} & \cellcolor{blue!58.333333333333336!white}\textcolor{white}{11} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{12} & \cellcolor{blue!83.33333333333334!white}\textcolor{white}{14} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{8} & \cellcolor{blue!75.0!white}\textcolor{white}{13} & \cellcolor{blue!100.0!white}\textcolor{white}{16} \\
\hline
anode active material & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{2} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{4} & \cellcolor{blue!39.285714285714285!white}\textcolor{black}{13} & \cellcolor{blue!32.142857142857146!white}\textcolor{black}{11} & \cellcolor{blue!39.285714285714285!white}\textcolor{black}{13} & \cellcolor{blue!100.0!white}\textcolor{white}{30} & \cellcolor{blue!92.85714285714286!white}\textcolor{white}{28} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{26} & \cellcolor{blue!64.28571428571429!white}\textcolor{white}{20} & \cellcolor{blue!75.0!white}\textcolor{white}{23} & \cellcolor{blue!50.0!white}\textcolor{white}{16} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{14} & \cellcolor{blue!46.42857142857143!white}\textcolor{white}{15} & \cellcolor{blue!89.28571428571429!white}\textcolor{white}{27} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{14} & \cellcolor{blue!25.0!white}\textcolor{black}{9} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{14} & \cellcolor{blue!53.57142857142857!white}\textcolor{white}{17} & \cellcolor{blue!50.0!white}\textcolor{white}{16} \\
\hline
current collector layer & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!90.0!white}\textcolor{white}{9} \\
\hline
unmanned aerial vehicle & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!6.25!white}\textcolor{black}{1} & \cellcolor{blue!6.25!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{4} & \cellcolor{blue!81.25!white}\textcolor{white}{13} & \cellcolor{blue!100.0!white}\textcolor{white}{16} & \cellcolor{blue!50.0!white}\textcolor{white}{8} \\
\hline
electrode active substance & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!64.28571428571429!white}\textcolor{white}{9} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!100.0!white}\textcolor{white}{14} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{10} & \cellcolor{blue!21.428571428571427!white}\textcolor{black}{3} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{1} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{4} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{4} & \cellcolor{blue!50.0!white}\textcolor{white}{7} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{6} & \cellcolor{blue!78.57142857142857!white}\textcolor{white}{11} & \cellcolor{blue!50.0!white}\textcolor{white}{7} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{8} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{4} & \cellcolor{blue!50.0!white}\textcolor{white}{7} & \cellcolor{blue!64.28571428571429!white}\textcolor{white}{9} \\
\hline
plurality battery module & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!30.0!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{2} & \cellcolor{blue!30.0!white}\textcolor{black}{4} & \cellcolor{blue!50.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!30.0!white}\textcolor{black}{4} & \cellcolor{blue!20.0!white}\textcolor{black}{3} & \cellcolor{blue!90.0!white}\textcolor{white}{10} & \cellcolor{blue!60.0!white}\textcolor{white}{7} & \cellcolor{blue!60.0!white}\textcolor{white}{7} & \cellcolor{blue!50.0!white}\textcolor{white}{6} & \cellcolor{blue!30.0!white}\textcolor{black}{4} & \cellcolor{blue!70.0!white}\textcolor{white}{8} & \cellcolor{blue!40.0!white}\textcolor{white}{5} & \cellcolor{blue!100.0!white}\textcolor{white}{11} & \cellcolor{blue!80.0!white}\textcolor{white}{9} \\
\hline
non-aqueous electrolyte solution & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{8} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!81.81818181818183!white}\textcolor{white}{9} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{8} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{6} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{6} & \cellcolor{blue!81.81818181818183!white}\textcolor{white}{9} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{5} & \cellcolor{blue!81.81818181818183!white}\textcolor{white}{9} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{8} & \cellcolor{blue!81.81818181818183!white}\textcolor{white}{9} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{8} & \cellcolor{blue!81.81818181818183!white}\textcolor{white}{9} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{6} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{7} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{7} & \cellcolor{blue!100.0!white}\textcolor{white}{11} \\
\hline
power receiving device & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{2} & \cellcolor{blue!13.636363636363635!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!13.636363636363635!white}\textcolor{black}{3} & \cellcolor{blue!4.545454545454546!white}\textcolor{black}{1} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{12} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{6} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{8} & \cellcolor{blue!50.0!white}\textcolor{white}{11} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{16} & \cellcolor{blue!100.0!white}\textcolor{white}{22} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{14} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{10} & \cellcolor{blue!45.45454545454545!white}\textcolor{white}{10} & \cellcolor{blue!54.54545454545454!white}\textcolor{white}{12} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{8} \\
\hline
present electrode active & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!77.77777777777779!white}\textcolor{white}{7} & \cellcolor{blue!55.55555555555556!white}\textcolor{white}{5} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{3} & \cellcolor{blue!77.77777777777779!white}\textcolor{white}{7} & \cellcolor{blue!77.77777777777779!white}\textcolor{white}{7} & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!88.88888888888889!white}\textcolor{white}{8} & \cellcolor{blue!77.77777777777779!white}\textcolor{white}{7} & \cellcolor{blue!88.88888888888889!white}\textcolor{white}{8} \\
\hline
solid state secondary & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!75.0!white}\textcolor{white}{6} & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!100.0!white}\textcolor{white}{8} \\
\hline
solid electrolyte material & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!62.5!white}\textcolor{white}{5} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!100.0!white}\textcolor{white}{8} \\
\hline
power storage system & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!70.0!white}\textcolor{white}{7} & \cellcolor{blue!70.0!white}\textcolor{white}{7} & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!60.0!white}\textcolor{white}{6} & \cellcolor{blue!90.0!white}\textcolor{white}{9} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!80.0!white}\textcolor{white}{8} & \cellcolor{blue!80.0!white}\textcolor{white}{8} \\
\hline
\end{tabularx}
# Export as PNG
#dfi.export(growing_list_abstract_3_scaled[2], 'growing_list_abstract_3_scaled.png')
shrinking_list_abstract_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| hydrogen absorbing alloy | 34 | 34 | 9 | 6 | 2 | 2 | 3 | 22 | 4 | 6 | 3 | 1 | 5 | 0 | 2 | 8 | 13 | 4 | 15 | 0 |
| temperature detection section | 12 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 |
| charge storage device | 15 | 3 | 2 | 0 | 2 | 3 | 4 | 2 | 2 | 8 | 4 | 10 | 8 | 4 | 4 | 6 | 9 | 17 | 3 | 3 |
| absorbing alloy electrode | 11 | 8 | 3 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 |
| copyright jpo inpit | 11 | 11 | 16 | 21 | 20 | 29 | 169 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| safety valve element | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium secondary cell | 11 | 27 | 10 | 10 | 11 | 6 | 12 | 4 | 11 | 6 | 5 | 8 | 11 | 13 | 3 | 17 | 14 | 6 | 6 | 1 |
| battery safety valve | 10 | 1 | 0 | 0 | 3 | 0 | 0 | 2 | 0 | 4 | 3 | 7 | 3 | 1 | 2 | 0 | 0 | 2 | 1 | 0 |
| portable information terminal | 13 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 3 | 9 | 2 | 8 | 3 | 3 |
| absorbing alloy powder | 9 | 5 | 3 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 5 | 4 | 0 | 0 |
| hydrogen storage alloy | 18 | 36 | 21 | 5 | 19 | 38 | 23 | 29 | 5 | 33 | 22 | 24 | 11 | 6 | 10 | 20 | 3 | 4 | 11 | 9 |
| information storage device | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 0 | 0 |
| battery storage casing | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polarity type electrode | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polarity type collector | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| bi directional switch | 8 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 |
| current detector detecting | 8 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 4 | 4 | 4 | 1 | 1 | 1 | 0 | 1 | 0 |
| double layer capacitor | 14 | 30 | 26 | 19 | 31 | 38 | 41 | 34 | 13 | 31 | 27 | 29 | 28 | 23 | 33 | 13 | 10 | 7 | 8 | 6 |
| rest period followed | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cooling medium passage | 10 | 2 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 3 | 0 | 0 | 2 |
| signal processing section | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium ion polymer | 7 | 3 | 7 | 2 | 1 | 0 | 0 | 2 | 3 | 1 | 2 | 3 | 1 | 1 | 3 | 3 | 1 | 6 | 0 | 0 |
| main anode body | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| metallic porous body | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| function predetermined time | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| voltage supply terminal | 7 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 1 | 0 | 0 | 0 | 0 | 0 |
| ion polymer battery | 7 | 1 | 5 | 1 | 0 | 0 | 0 | 2 | 3 | 1 | 1 | 3 | 1 | 0 | 2 | 0 | 1 | 6 | 0 | 0 |
| output voltage vout | 7 | 3 | 0 | 1 | 3 | 2 | 0 | 0 | 1 | 3 | 3 | 1 | 8 | 2 | 8 | 0 | 0 | 1 | 1 | 0 |
| power feed mean | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| conductive porous body | 7 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| hydrogen generating system | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| voltage change rate | 7 | 2 | 0 | 3 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 2 | 0 | 3 | 4 | 0 |
| residual battery capacity | 6 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 2 | 2 | 0 | 0 | 4 | 0 |
| circuit controlling charging | 7 | 3 | 0 | 1 | 1 | 6 | 1 | 3 | 1 | 3 | 3 | 2 | 0 | 4 | 5 | 3 | 1 | 3 | 5 | 1 |
| lithium manganese oxide | 20 | 17 | 11 | 6 | 0 | 2 | 1 | 3 | 0 | 3 | 4 | 26 | 19 | 27 | 13 | 13 | 14 | 13 | 15 | 14 |
| anode body portion | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| large secondary battery | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
| sintered cadmium electrode | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| solar array system | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| consumer usage recorder | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| anode extension portion | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| alkaline electrochemical cell | 6 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 4 | 0 | 0 | 0 |
| signaling device cm | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| mobile phone battery | 8 | 1 | 2 | 7 | 2 | 0 | 1 | 1 | 0 | 12 | 1 | 9 | 2 | 0 | 1 | 1 | 8 | 0 | 1 | 2 |
| laminated metal plate | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| medium passage side | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| consumption current detector | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| predetermined time period | 10 | 2 | 2 | 2 | 4 | 1 | 0 | 8 | 6 | 2 | 3 | 6 | 4 | 11 | 12 | 8 | 2 | 12 | 10 | 4 |
| current detector charging | 7 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| followed rest period | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
len(shrinking_list_abstract_3[1].index.values)
50
for item in shrinking_list_abstract_3[1].index.values:
print(item)
hydrogen absorbing alloy temperature detection section charge storage device absorbing alloy electrode copyright jpo inpit safety valve element lithium secondary cell battery safety valve portable information terminal absorbing alloy powder hydrogen storage alloy information storage device battery storage casing polarity type electrode polarity type collector bi directional switch current detector detecting double layer capacitor rest period followed cooling medium passage signal processing section lithium ion polymer main anode body metallic porous body function predetermined time voltage supply terminal ion polymer battery output voltage vout power feed mean conductive porous body hydrogen generating system voltage change rate residual battery capacity circuit controlling charging lithium manganese oxide anode body portion large secondary battery sintered cadmium electrode solar array system consumer usage recorder anode extension portion alkaline electrochemical cell signaling device cm mobile phone battery laminated metal plate medium passage side consumption current detector predetermined time period current detector charging followed rest period
# Generate LaTeX code
generate_latex_code(shrinking_list_abstract_3[1])
\begin{tabularx}{\linewidth} {| >{\raggedright\arraybackslash}p{3.7cm}| >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | }
\mc{} & \mc{2000} & \mc{2001} & \mc{2002} & \mc{2003} & \mc{2004} & \mc{2005} & \mc{2006} & \mc{2007} & \mc{2008} & \mc{2009} & \mc{2010} & \mc{2011} & \mc{2012} & \mc{2013} & \mc{2014} & \mc{2015} & \mc{2016} & \mc{2017} & \mc{2018} & \mc{2019} \\
\hline
\hline
hydrogen absorbing alloy & \cellcolor{blue!100.0!white}\textcolor{white}{34} & \cellcolor{blue!100.0!white}\textcolor{white}{34} & \cellcolor{blue!26.47058823529412!white}\textcolor{black}{9} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{6} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{2} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{2} & \cellcolor{blue!8.823529411764707!white}\textcolor{black}{3} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{22} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{4} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{6} & \cellcolor{blue!8.823529411764707!white}\textcolor{black}{3} & \cellcolor{blue!2.941176470588235!white}\textcolor{black}{1} & \cellcolor{blue!14.705882352941178!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{2} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{8} & \cellcolor{blue!38.23529411764706!white}\textcolor{black}{13} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{4} & \cellcolor{blue!44.11764705882353!white}\textcolor{white}{15} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
temperature detection section & \cellcolor{blue!100.0!white}\textcolor{white}{12} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
charge storage device & \cellcolor{blue!88.23529411764706!white}\textcolor{white}{15} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{3} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{2} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{3} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{4} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{2} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{2} & \cellcolor{blue!47.05882352941176!white}\textcolor{white}{8} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{4} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{10} & \cellcolor{blue!47.05882352941176!white}\textcolor{white}{8} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{4} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{4} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{6} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{9} & \cellcolor{blue!100.0!white}\textcolor{white}{17} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{3} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{3} \\
\hline
absorbing alloy electrode & \cellcolor{blue!100.0!white}\textcolor{white}{11} & \cellcolor{blue!72.72727272727273!white}\textcolor{white}{8} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
copyright jpo inpit & \cellcolor{blue!1.8211920529801324!white}\textcolor{black}{11} & \cellcolor{blue!1.8211920529801324!white}\textcolor{black}{11} & \cellcolor{blue!2.6490066225165565!white}\textcolor{black}{16} & \cellcolor{blue!3.47682119205298!white}\textcolor{black}{21} & \cellcolor{blue!3.3112582781456954!white}\textcolor{black}{20} & \cellcolor{blue!4.801324503311259!white}\textcolor{black}{29} & \cellcolor{blue!27.980132450331123!white}\textcolor{black}{169} & \cellcolor{blue!72.84768211920529!white}\textcolor{white}{440} & \cellcolor{blue!81.95364238410596!white}\textcolor{white}{495} & \cellcolor{blue!100.0!white}\textcolor{white}{604} & \cellcolor{blue!80.13245033112582!white}\textcolor{white}{484} & \cellcolor{blue!82.78145695364239!white}\textcolor{white}{500} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
safety valve element & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
lithium secondary cell & \cellcolor{blue!38.46153846153847!white}\textcolor{black}{11} & \cellcolor{blue!100.0!white}\textcolor{white}{27} & \cellcolor{blue!34.61538461538461!white}\textcolor{black}{10} & \cellcolor{blue!34.61538461538461!white}\textcolor{black}{10} & \cellcolor{blue!38.46153846153847!white}\textcolor{black}{11} & \cellcolor{blue!19.230769230769234!white}\textcolor{black}{6} & \cellcolor{blue!42.30769230769231!white}\textcolor{white}{12} & \cellcolor{blue!11.538461538461538!white}\textcolor{black}{4} & \cellcolor{blue!38.46153846153847!white}\textcolor{black}{11} & \cellcolor{blue!19.230769230769234!white}\textcolor{black}{6} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{5} & \cellcolor{blue!26.923076923076923!white}\textcolor{black}{8} & \cellcolor{blue!38.46153846153847!white}\textcolor{black}{11} & \cellcolor{blue!46.15384615384615!white}\textcolor{white}{13} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{3} & \cellcolor{blue!61.53846153846154!white}\textcolor{white}{17} & \cellcolor{blue!50.0!white}\textcolor{white}{14} & \cellcolor{blue!19.230769230769234!white}\textcolor{black}{6} & \cellcolor{blue!19.230769230769234!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{1} \\
\hline
battery safety valve & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!70.0!white}\textcolor{white}{7} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
portable information terminal & \cellcolor{blue!72.22222222222221!white}\textcolor{white}{13} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{2} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!100.0!white}\textcolor{white}{18} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{9} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{2} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{8} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{3} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{3} \\
\hline
absorbing alloy powder & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!55.55555555555556!white}\textcolor{white}{5} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!55.55555555555556!white}\textcolor{white}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!55.55555555555556!white}\textcolor{white}{5} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
hydrogen storage alloy & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{18} & \cellcolor{blue!94.28571428571428!white}\textcolor{white}{36} & \cellcolor{blue!51.42857142857142!white}\textcolor{white}{21} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{5} & \cellcolor{blue!45.714285714285715!white}\textcolor{white}{19} & \cellcolor{blue!100.0!white}\textcolor{white}{38} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{23} & \cellcolor{blue!74.28571428571429!white}\textcolor{white}{29} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{5} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{33} & \cellcolor{blue!54.285714285714285!white}\textcolor{white}{22} & \cellcolor{blue!60.0!white}\textcolor{white}{24} & \cellcolor{blue!22.857142857142858!white}\textcolor{black}{11} & \cellcolor{blue!8.571428571428571!white}\textcolor{black}{6} & \cellcolor{blue!20.0!white}\textcolor{black}{10} & \cellcolor{blue!48.57142857142857!white}\textcolor{white}{20} & \cellcolor{blue!0.0!white}\textcolor{black}{3} & \cellcolor{blue!2.857142857142857!white}\textcolor{black}{4} & \cellcolor{blue!22.857142857142858!white}\textcolor{black}{11} & \cellcolor{blue!17.142857142857142!white}\textcolor{black}{9} \\
\hline
information storage device & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{3} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
battery storage casing & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
polarity type electrode & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
polarity type collector & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
bi directional switch & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!62.5!white}\textcolor{white}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!62.5!white}\textcolor{white}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
current detector detecting & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
double layer capacitor & \cellcolor{blue!22.857142857142858!white}\textcolor{black}{14} & \cellcolor{blue!68.57142857142857!white}\textcolor{white}{30} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{26} & \cellcolor{blue!37.142857142857146!white}\textcolor{black}{19} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{31} & \cellcolor{blue!91.42857142857143!white}\textcolor{white}{38} & \cellcolor{blue!100.0!white}\textcolor{white}{41} & \cellcolor{blue!80.0!white}\textcolor{white}{34} & \cellcolor{blue!20.0!white}\textcolor{black}{13} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{31} & \cellcolor{blue!60.0!white}\textcolor{white}{27} & \cellcolor{blue!65.71428571428571!white}\textcolor{white}{29} & \cellcolor{blue!62.857142857142854!white}\textcolor{white}{28} & \cellcolor{blue!48.57142857142857!white}\textcolor{white}{23} & \cellcolor{blue!77.14285714285715!white}\textcolor{white}{33} & \cellcolor{blue!20.0!white}\textcolor{black}{13} & \cellcolor{blue!11.428571428571429!white}\textcolor{black}{10} & \cellcolor{blue!2.857142857142857!white}\textcolor{black}{7} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{6} \\
\hline
rest period followed & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
cooling medium passage & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!20.0!white}\textcolor{black}{2} \\
\hline
signal processing section & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
lithium ion polymer & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
main anode body & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
metallic porous body & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
function predetermined time & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
voltage supply terminal & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{5} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
ion polymer battery & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{5} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
output voltage vout & \cellcolor{blue!87.5!white}\textcolor{white}{7} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
power feed mean & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
conductive porous body & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
hydrogen generating system & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
voltage change rate & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
residual battery capacity & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
circuit controlling charging & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{6} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{4} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{5} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{5} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} \\
\hline
lithium manganese oxide & \cellcolor{blue!74.07407407407408!white}\textcolor{white}{20} & \cellcolor{blue!62.96296296296296!white}\textcolor{white}{17} & \cellcolor{blue!40.74074074074074!white}\textcolor{white}{11} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!7.4074074074074066!white}\textcolor{black}{2} & \cellcolor{blue!3.7037037037037033!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{3} & \cellcolor{blue!14.814814814814813!white}\textcolor{black}{4} & \cellcolor{blue!96.29629629629629!white}\textcolor{white}{26} & \cellcolor{blue!70.37037037037037!white}\textcolor{white}{19} & \cellcolor{blue!100.0!white}\textcolor{white}{27} & \cellcolor{blue!48.148148148148145!white}\textcolor{white}{13} & \cellcolor{blue!48.148148148148145!white}\textcolor{white}{13} & \cellcolor{blue!51.85185185185185!white}\textcolor{white}{14} & \cellcolor{blue!48.148148148148145!white}\textcolor{white}{13} & \cellcolor{blue!55.55555555555556!white}\textcolor{white}{15} & \cellcolor{blue!51.85185185185185!white}\textcolor{white}{14} \\
\hline
anode body portion & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
large secondary battery & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
sintered cadmium electrode & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
solar array system & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
consumer usage recorder & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
anode extension portion & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
alkaline electrochemical cell & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
signaling device cm & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
mobile phone battery & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!58.333333333333336!white}\textcolor{white}{7} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!100.0!white}\textcolor{white}{12} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!75.0!white}\textcolor{white}{9} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} \\
\hline
laminated metal plate & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
medium passage side & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
consumption current detector & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
predetermined time period & \cellcolor{blue!83.33333333333334!white}\textcolor{white}{10} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{4} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!50.0!white}\textcolor{white}{6} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{6} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{4} & \cellcolor{blue!91.66666666666666!white}\textcolor{white}{11} & \cellcolor{blue!100.0!white}\textcolor{white}{12} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{8} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{2} & \cellcolor{blue!100.0!white}\textcolor{white}{12} & \cellcolor{blue!83.33333333333334!white}\textcolor{white}{10} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{4} \\
\hline
current detector charging & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} \\
\hline
followed rest period & \cellcolor{blue!100.0!white}\textcolor{white}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
\end{tabularx}
# Export as PNG
#dfi.export(shrinking_list_abstract_3[2], 'shrinking_list_abstract_3.png')
shrinking_list_abstract_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| hydrogen absorbing alloy | 35 | 29 | 8 | 5 | 2 | 1 | 2 | 10 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 2 | 0 |
| lithium manganese oxide | 21 | 15 | 10 | 5 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 5 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 1 |
| lead acid battery | 27 | 29 | 19 | 36 | 28 | 17 | 10 | 8 | 19 | 11 | 9 | 11 | 9 | 9 | 10 | 11 | 13 | 12 | 12 | 9 |
| hydrogen storage alloy | 18 | 31 | 19 | 4 | 15 | 24 | 12 | 14 | 2 | 12 | 7 | 5 | 2 | 1 | 1 | 3 | 0 | 0 | 1 | 1 |
| external power source | 21 | 6 | 5 | 6 | 8 | 8 | 11 | 11 | 8 | 9 | 10 | 9 | 5 | 9 | 9 | 9 | 7 | 9 | 6 | 4 |
| charge discharge cycle | 21 | 16 | 11 | 16 | 19 | 10 | 13 | 16 | 15 | 14 | 11 | 10 | 9 | 10 | 6 | 7 | 7 | 5 | 4 | 5 |
| charge storage device | 15 | 3 | 2 | 0 | 2 | 2 | 2 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 0 | 0 |
| rechargeable lithium battery | 17 | 19 | 9 | 2 | 6 | 7 | 2 | 7 | 8 | 6 | 5 | 10 | 4 | 2 | 7 | 4 | 5 | 1 | 1 | 3 |
| alkaline storage battery | 15 | 28 | 17 | 16 | 13 | 13 | 13 | 8 | 2 | 4 | 4 | 3 | 2 | 0 | 2 | 2 | 0 | 0 | 0 | 1 |
| double layer capacitor | 14 | 26 | 23 | 16 | 24 | 24 | 21 | 16 | 5 | 11 | 8 | 6 | 4 | 3 | 4 | 2 | 1 | 1 | 1 | 1 |
| portable information terminal | 13 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 0 |
| temperature detection section | 12 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electric double layer | 12 | 13 | 12 | 13 | 22 | 22 | 18 | 14 | 3 | 10 | 6 | 4 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 |
| absorbing alloy electrode | 11 | 7 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| copyright jpo inpit | 11 | 9 | 14 | 18 | 16 | 19 | 86 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium secondary cell | 11 | 23 | 9 | 8 | 9 | 4 | 6 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 0 | 2 | 2 | 1 | 1 | 0 |
| active material electrode | 28 | 20 | 11 | 13 | 16 | 13 | 16 | 16 | 15 | 14 | 15 | 21 | 18 | 17 | 15 | 21 | 16 | 16 | 13 | 17 |
| polyolefin microporous film | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 1 | 1 |
| safety valve element | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| battery safety valve | 10 | 1 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| cooling medium passage | 10 | 2 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| predetermined time period | 10 | 2 | 2 | 2 | 3 | 1 | 0 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 0 | 1 | 1 | 0 |
| nickel metal hydride | 10 | 10 | 10 | 4 | 3 | 3 | 5 | 5 | 2 | 2 | 2 | 0 | 3 | 1 | 3 | 0 | 0 | 0 | 1 | 1 |
| absorbing alloy powder | 9 | 4 | 3 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| information storage device | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| transition metal compound | 9 | 4 | 2 | 0 | 4 | 6 | 1 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 0 | 0 | 0 |
| alkaline secondary battery | 9 | 0 | 4 | 1 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 1 | 2 | 0 | 1 | 2 | 0 |
| charging control circuit | 10 | 1 | 4 | 2 | 2 | 0 | 4 | 7 | 2 | 8 | 1 | 3 | 2 | 1 | 2 | 1 | 0 | 1 | 2 | 2 |
| iron cobalt nickel | 9 | 3 | 3 | 3 | 2 | 1 | 5 | 2 | 1 | 4 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 |
| power supply controller | 9 | 0 | 1 | 0 | 1 | 1 | 4 | 1 | 1 | 1 | 4 | 2 | 1 | 0 | 1 | 2 | 1 | 2 | 3 | 1 |
| battery storage casing | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polarity type electrode | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| polarity type collector | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| bi directional switch | 8 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| current detector detecting | 8 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| rest period followed | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| mobile phone battery | 8 | 1 | 2 | 6 | 2 | 0 | 1 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| electric power converter | 8 | 0 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 |
| treated steel sheet | 8 | 7 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| surface treated steel | 8 | 7 | 1 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| electrical system battery | 8 | 4 | 1 | 3 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| manganese iron cobalt | 8 | 3 | 2 | 2 | 2 | 1 | 4 | 2 | 0 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 0 | 1 |
| control circuit controlling | 8 | 6 | 4 | 6 | 2 | 3 | 3 | 4 | 3 | 5 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 1 |
| battery charging current | 8 | 1 | 4 | 1 | 2 | 4 | 3 | 2 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 |
| battery charging device | 9 | 4 | 3 | 3 | 2 | 6 | 3 | 5 | 4 | 3 | 5 | 2 | 3 | 3 | 3 | 4 | 1 | 2 | 2 | 2 |
| signal processing section | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| lithium ion polymer | 7 | 3 | 6 | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| main anode body | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| metallic porous body | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| function predetermined time | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
len(shrinking_list_abstract_3_scaled[1].index.values)
50
shrinking_list_abstract_3[1].index.values == shrinking_list_abstract_3_scaled[1].index.values
array([ True, False, False, False, False, False, False, False, False,
False, False, False, False, False, False, False, False, False,
False, False, False, False, False, False, False, False, False,
False, False, False, False, False, False, False, False, False,
False, False, False, False, False, False, False, False, False,
False, False, False, False, False])
for item in shrinking_list_abstract_3_scaled[1].index.values:
print(item)
hydrogen absorbing alloy lithium manganese oxide lead acid battery hydrogen storage alloy external power source charge discharge cycle charge storage device rechargeable lithium battery alkaline storage battery double layer capacitor portable information terminal temperature detection section electric double layer absorbing alloy electrode copyright jpo inpit lithium secondary cell active material electrode polyolefin microporous film safety valve element battery safety valve cooling medium passage predetermined time period nickel metal hydride absorbing alloy powder information storage device transition metal compound alkaline secondary battery charging control circuit iron cobalt nickel power supply controller battery storage casing polarity type electrode polarity type collector bi directional switch current detector detecting rest period followed mobile phone battery electric power converter treated steel sheet surface treated steel electrical system battery manganese iron cobalt control circuit controlling battery charging current battery charging device signal processing section lithium ion polymer main anode body metallic porous body function predetermined time
# Generate LaTeX code
generate_latex_code(shrinking_list_abstract_3_scaled[1])
\begin{tabularx}{\linewidth} {| >{\raggedright\arraybackslash}p{3.7cm}| >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | >{\raggedleft\arraybackslash}X | }
\mc{} & \mc{2000} & \mc{2001} & \mc{2002} & \mc{2003} & \mc{2004} & \mc{2005} & \mc{2006} & \mc{2007} & \mc{2008} & \mc{2009} & \mc{2010} & \mc{2011} & \mc{2012} & \mc{2013} & \mc{2014} & \mc{2015} & \mc{2016} & \mc{2017} & \mc{2018} & \mc{2019} \\
\hline
\hline
hydrogen absorbing alloy & \cellcolor{blue!100.0!white}\textcolor{white}{35} & \cellcolor{blue!82.85714285714286!white}\textcolor{white}{29} & \cellcolor{blue!22.857142857142858!white}\textcolor{black}{8} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{5} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{2} & \cellcolor{blue!2.857142857142857!white}\textcolor{black}{1} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{2} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{10} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{2} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{2} & \cellcolor{blue!2.857142857142857!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!2.857142857142857!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!2.857142857142857!white}\textcolor{black}{1} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!5.714285714285714!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
lithium manganese oxide & \cellcolor{blue!100.0!white}\textcolor{white}{21} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{15} & \cellcolor{blue!47.61904761904761!white}\textcolor{white}{10} & \cellcolor{blue!23.809523809523807!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{1} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{1} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{1} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{1} & \cellcolor{blue!23.809523809523807!white}\textcolor{black}{5} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{3} & \cellcolor{blue!19.047619047619047!white}\textcolor{black}{4} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{2} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{2} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{2} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{2} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{2} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{1} \\
\hline
lead acid battery & \cellcolor{blue!67.85714285714286!white}\textcolor{white}{27} & \cellcolor{blue!75.0!white}\textcolor{white}{29} & \cellcolor{blue!39.285714285714285!white}\textcolor{black}{19} & \cellcolor{blue!100.0!white}\textcolor{white}{36} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{28} & \cellcolor{blue!32.142857142857146!white}\textcolor{black}{17} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{10} & \cellcolor{blue!0.0!white}\textcolor{black}{8} & \cellcolor{blue!39.285714285714285!white}\textcolor{black}{19} & \cellcolor{blue!10.714285714285714!white}\textcolor{black}{11} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{9} & \cellcolor{blue!10.714285714285714!white}\textcolor{black}{11} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{9} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{9} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{10} & \cellcolor{blue!10.714285714285714!white}\textcolor{black}{11} & \cellcolor{blue!17.857142857142858!white}\textcolor{black}{13} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{12} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{12} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{9} \\
\hline
hydrogen storage alloy & \cellcolor{blue!58.06451612903226!white}\textcolor{white}{18} & \cellcolor{blue!100.0!white}\textcolor{white}{31} & \cellcolor{blue!61.29032258064516!white}\textcolor{white}{19} & \cellcolor{blue!12.903225806451612!white}\textcolor{black}{4} & \cellcolor{blue!48.38709677419355!white}\textcolor{white}{15} & \cellcolor{blue!77.41935483870968!white}\textcolor{white}{24} & \cellcolor{blue!38.70967741935484!white}\textcolor{black}{12} & \cellcolor{blue!45.16129032258064!white}\textcolor{white}{14} & \cellcolor{blue!6.451612903225806!white}\textcolor{black}{2} & \cellcolor{blue!38.70967741935484!white}\textcolor{black}{12} & \cellcolor{blue!22.58064516129032!white}\textcolor{black}{7} & \cellcolor{blue!16.129032258064516!white}\textcolor{black}{5} & \cellcolor{blue!6.451612903225806!white}\textcolor{black}{2} & \cellcolor{blue!3.225806451612903!white}\textcolor{black}{1} & \cellcolor{blue!3.225806451612903!white}\textcolor{black}{1} & \cellcolor{blue!9.67741935483871!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.225806451612903!white}\textcolor{black}{1} & \cellcolor{blue!3.225806451612903!white}\textcolor{black}{1} \\
\hline
external power source & \cellcolor{blue!100.0!white}\textcolor{white}{21} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{6} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{5} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{6} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{8} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{8} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{11} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{11} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{8} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{10} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{5} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{7} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{6} & \cellcolor{blue!0.0!white}\textcolor{black}{4} \\
\hline
charge discharge cycle & \cellcolor{blue!100.0!white}\textcolor{white}{21} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{16} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{11} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{16} & \cellcolor{blue!88.23529411764706!white}\textcolor{white}{19} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{10} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{13} & \cellcolor{blue!70.58823529411765!white}\textcolor{white}{16} & \cellcolor{blue!64.70588235294117!white}\textcolor{white}{15} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{14} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{11} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{10} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{9} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{10} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{6} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{7} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{7} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{4} & \cellcolor{blue!5.88235294117647!white}\textcolor{black}{5} \\
\hline
charge storage device & \cellcolor{blue!100.0!white}\textcolor{white}{15} & \cellcolor{blue!20.0!white}\textcolor{black}{3} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{3} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!6.666666666666667!white}\textcolor{black}{1} & \cellcolor{blue!13.333333333333334!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
rechargeable lithium battery & \cellcolor{blue!88.88888888888889!white}\textcolor{white}{17} & \cellcolor{blue!100.0!white}\textcolor{white}{19} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{9} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{2} & \cellcolor{blue!27.77777777777778!white}\textcolor{black}{6} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{7} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{7} & \cellcolor{blue!38.88888888888889!white}\textcolor{black}{8} & \cellcolor{blue!27.77777777777778!white}\textcolor{black}{6} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{5} & \cellcolor{blue!50.0!white}\textcolor{white}{10} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{4} & \cellcolor{blue!5.555555555555555!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{7} & \cellcolor{blue!16.666666666666664!white}\textcolor{black}{4} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{3} \\
\hline
alkaline storage battery & \cellcolor{blue!53.57142857142857!white}\textcolor{white}{15} & \cellcolor{blue!100.0!white}\textcolor{white}{28} & \cellcolor{blue!60.71428571428571!white}\textcolor{white}{17} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{16} & \cellcolor{blue!46.42857142857143!white}\textcolor{white}{13} & \cellcolor{blue!46.42857142857143!white}\textcolor{white}{13} & \cellcolor{blue!46.42857142857143!white}\textcolor{white}{13} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{8} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{2} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{4} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{4} & \cellcolor{blue!10.714285714285714!white}\textcolor{black}{3} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{2} & \cellcolor{blue!7.142857142857142!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!3.571428571428571!white}\textcolor{black}{1} \\
\hline
double layer capacitor & \cellcolor{blue!52.0!white}\textcolor{white}{14} & \cellcolor{blue!100.0!white}\textcolor{white}{26} & \cellcolor{blue!88.0!white}\textcolor{white}{23} & \cellcolor{blue!60.0!white}\textcolor{white}{16} & \cellcolor{blue!92.0!white}\textcolor{white}{24} & \cellcolor{blue!92.0!white}\textcolor{white}{24} & \cellcolor{blue!80.0!white}\textcolor{white}{21} & \cellcolor{blue!60.0!white}\textcolor{white}{16} & \cellcolor{blue!16.0!white}\textcolor{black}{5} & \cellcolor{blue!40.0!white}\textcolor{white}{11} & \cellcolor{blue!28.000000000000004!white}\textcolor{black}{8} & \cellcolor{blue!20.0!white}\textcolor{black}{6} & \cellcolor{blue!12.0!white}\textcolor{black}{4} & \cellcolor{blue!8.0!white}\textcolor{black}{3} & \cellcolor{blue!12.0!white}\textcolor{black}{4} & \cellcolor{blue!4.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} \\
\hline
portable information terminal & \cellcolor{blue!100.0!white}\textcolor{white}{13} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{2} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!15.384615384615385!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!7.6923076923076925!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
temperature detection section & \cellcolor{blue!100.0!white}\textcolor{white}{12} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.333333333333332!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
electric double layer & \cellcolor{blue!52.38095238095239!white}\textcolor{white}{12} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{13} & \cellcolor{blue!52.38095238095239!white}\textcolor{white}{12} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{13} & \cellcolor{blue!100.0!white}\textcolor{white}{22} & \cellcolor{blue!100.0!white}\textcolor{white}{22} & \cellcolor{blue!80.95238095238095!white}\textcolor{white}{18} & \cellcolor{blue!61.904761904761905!white}\textcolor{white}{14} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{3} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{10} & \cellcolor{blue!23.809523809523807!white}\textcolor{black}{6} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{4} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{4} & \cellcolor{blue!4.761904761904762!white}\textcolor{black}{2} & \cellcolor{blue!9.523809523809524!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} \\
\hline
absorbing alloy electrode & \cellcolor{blue!100.0!white}\textcolor{white}{11} & \cellcolor{blue!63.63636363636363!white}\textcolor{white}{7} & \cellcolor{blue!27.27272727272727!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
copyright jpo inpit & \cellcolor{blue!5.116279069767442!white}\textcolor{black}{11} & \cellcolor{blue!4.186046511627907!white}\textcolor{black}{9} & \cellcolor{blue!6.511627906976744!white}\textcolor{black}{14} & \cellcolor{blue!8.372093023255815!white}\textcolor{black}{18} & \cellcolor{blue!7.441860465116279!white}\textcolor{black}{16} & \cellcolor{blue!8.837209302325581!white}\textcolor{black}{19} & \cellcolor{blue!40.0!white}\textcolor{white}{86} & \cellcolor{blue!95.34883720930233!white}\textcolor{white}{205} & \cellcolor{blue!93.02325581395348!white}\textcolor{white}{200} & \cellcolor{blue!100.0!white}\textcolor{white}{215} & \cellcolor{blue!66.51162790697674!white}\textcolor{white}{143} & \cellcolor{blue!45.11627906976744!white}\textcolor{white}{97} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
lithium secondary cell & \cellcolor{blue!47.82608695652174!white}\textcolor{white}{11} & \cellcolor{blue!100.0!white}\textcolor{white}{23} & \cellcolor{blue!39.130434782608695!white}\textcolor{black}{9} & \cellcolor{blue!34.78260869565217!white}\textcolor{black}{8} & \cellcolor{blue!39.130434782608695!white}\textcolor{black}{9} & \cellcolor{blue!17.391304347826086!white}\textcolor{black}{4} & \cellcolor{blue!26.08695652173913!white}\textcolor{black}{6} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!17.391304347826086!white}\textcolor{black}{4} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!4.3478260869565215!white}\textcolor{black}{1} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!8.695652173913043!white}\textcolor{black}{2} & \cellcolor{blue!4.3478260869565215!white}\textcolor{black}{1} & \cellcolor{blue!4.3478260869565215!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
active material electrode & \cellcolor{blue!100.0!white}\textcolor{white}{28} & \cellcolor{blue!52.94117647058824!white}\textcolor{white}{20} & \cellcolor{blue!0.0!white}\textcolor{black}{11} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{13} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{16} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{13} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{16} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{16} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{15} & \cellcolor{blue!17.647058823529413!white}\textcolor{black}{14} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{15} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{21} & \cellcolor{blue!41.17647058823529!white}\textcolor{white}{18} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{17} & \cellcolor{blue!23.52941176470588!white}\textcolor{black}{15} & \cellcolor{blue!58.82352941176471!white}\textcolor{white}{21} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{16} & \cellcolor{blue!29.411764705882355!white}\textcolor{black}{16} & \cellcolor{blue!11.76470588235294!white}\textcolor{black}{13} & \cellcolor{blue!35.294117647058826!white}\textcolor{black}{17} \\
\hline
polyolefin microporous film & \cellcolor{blue!100.0!white}\textcolor{white}{11} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!36.36363636363637!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!18.181818181818183!white}\textcolor{black}{2} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} & \cellcolor{blue!9.090909090909092!white}\textcolor{black}{1} \\
\hline
safety valve element & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
battery safety valve & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
cooling medium passage & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
predetermined time period & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
nickel metal hydride & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!10.0!white}\textcolor{black}{1} \\
\hline
absorbing alloy powder & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
information storage device & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
transition metal compound & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!66.66666666666666!white}\textcolor{white}{6} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{3} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
alkaline secondary battery & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
charging control circuit & \cellcolor{blue!100.0!white}\textcolor{white}{10} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!40.0!white}\textcolor{white}{4} & \cellcolor{blue!70.0!white}\textcolor{white}{7} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!80.0!white}\textcolor{white}{8} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!30.0!white}\textcolor{black}{3} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!10.0!white}\textcolor{black}{1} & \cellcolor{blue!20.0!white}\textcolor{black}{2} & \cellcolor{blue!20.0!white}\textcolor{black}{2} \\
\hline
iron cobalt nickel & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!37.5!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} \\
\hline
power supply controller & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!44.44444444444444!white}\textcolor{white}{4} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} & \cellcolor{blue!22.22222222222222!white}\textcolor{black}{2} & \cellcolor{blue!33.33333333333333!white}\textcolor{black}{3} & \cellcolor{blue!11.11111111111111!white}\textcolor{black}{1} \\
\hline
battery storage casing & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
polarity type electrode & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
polarity type collector & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
bi directional switch & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
current detector detecting & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
rest period followed & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
mobile phone battery & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!75.0!white}\textcolor{white}{6} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
electric power converter & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
treated steel sheet & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!87.5!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
surface treated steel & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!87.5!white}\textcolor{white}{7} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!62.5!white}\textcolor{white}{5} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
electrical system battery & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
manganese iron cobalt & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!37.5!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!25.0!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!50.0!white}\textcolor{white}{4} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!12.5!white}\textcolor{black}{1} \\
\hline
control circuit controlling & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{6} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{4} & \cellcolor{blue!71.42857142857143!white}\textcolor{white}{6} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{4} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!57.14285714285714!white}\textcolor{white}{5} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} \\
\hline
battery charging current & \cellcolor{blue!100.0!white}\textcolor{white}{8} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{4} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{3} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{2} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{1} \\
\hline
battery charging device & \cellcolor{blue!100.0!white}\textcolor{white}{9} & \cellcolor{blue!37.5!white}\textcolor{black}{4} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!62.5!white}\textcolor{white}{6} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!37.5!white}\textcolor{black}{4} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!50.0!white}\textcolor{white}{5} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!25.0!white}\textcolor{black}{3} & \cellcolor{blue!37.5!white}\textcolor{black}{4} & \cellcolor{blue!0.0!white}\textcolor{black}{1} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!12.5!white}\textcolor{black}{2} & \cellcolor{blue!12.5!white}\textcolor{black}{2} \\
\hline
signal processing section & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
lithium ion polymer & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!42.857142857142854!white}\textcolor{white}{3} & \cellcolor{blue!85.71428571428571!white}\textcolor{white}{6} & \cellcolor{blue!28.57142857142857!white}\textcolor{black}{2} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
main anode body & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
metallic porous body & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!14.285714285714285!white}\textcolor{black}{1} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
function predetermined time & \cellcolor{blue!100.0!white}\textcolor{white}{7} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} & \cellcolor{blue!0.0!white}\textcolor{black}{0} \\
\hline
\end{tabularx}
# Export as PNG
#dfi.export(shrinking_list_abstract_3_scaled[2], 'shrinking_list_abstract_3_scaled.png')
highest_abs_change_list_abstract_3[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| electrode active material | 89 | 82 | 72 | 121 | 136 | 157 | 241 | 278 | 294 | 356 | 427 | 991 | 1,253 | 1,288 | 1,323 | 1,386 | 1,273 | 1,308 | 1,382 | 1,990 |
| lithium secondary battery | 46 | 91 | 72 | 65 | 112 | 128 | 192 | 140 | 124 | 178 | 222 | 340 | 451 | 487 | 490 | 410 | 492 | 374 | 540 | 844 |
| active material layer | 17 | 9 | 29 | 27 | 37 | 96 | 114 | 143 | 134 | 188 | 186 | 364 | 419 | 553 | 499 | 383 | 336 | 510 | 619 | 883 |
| copyright jpo inpit | 11 | 11 | 16 | 21 | 20 | 29 | 169 | 440 | 495 | 604 | 484 | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| power storage device | 11 | 3 | 7 | 10 | 2 | 8 | 4 | 30 | 69 | 37 | 183 | 166 | 317 | 310 | 361 | 311 | 311 | 520 | 293 | 394 |
| lithium ion battery | 15 | 26 | 41 | 31 | 16 | 49 | 58 | 83 | 99 | 121 | 197 | 321 | 476 | 421 | 449 | 520 | 618 | 568 | 702 | 685 |
| electrolyte secondary battery | 25 | 27 | 41 | 36 | 65 | 74 | 110 | 118 | 180 | 129 | 113 | 214 | 301 | 269 | 437 | 425 | 412 | 286 | 264 | 405 |
| energy storage device | 5 | 41 | 27 | 39 | 33 | 20 | 44 | 70 | 109 | 94 | 147 | 183 | 224 | 367 | 367 | 277 | 370 | 538 | 576 | 648 |
| non-aqueous electrolyte secondary | 24 | 38 | 45 | 46 | 67 | 75 | 109 | 116 | 182 | 135 | 121 | 216 | 307 | 288 | 447 | 425 | 419 | 284 | 248 | 384 |
| lithium ion secondary | 12 | 29 | 18 | 30 | 33 | 63 | 72 | 74 | 76 | 84 | 164 | 270 | 366 | 418 | 442 | 506 | 379 | 342 | 291 | 345 |
| copyright jpo ncipi | 5 | 3 | 5 | 13 | 154 | 364 | 269 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| secondary battery electrode | 29 | 27 | 21 | 25 | 55 | 82 | 113 | 109 | 95 | 122 | 146 | 286 | 417 | 422 | 384 | 400 | 419 | 441 | 435 | 593 |
| ion secondary battery | 10 | 25 | 15 | 23 | 32 | 58 | 68 | 73 | 75 | 81 | 162 | 261 | 331 | 409 | 428 | 468 | 388 | 337 | 300 | 357 |
| electrode current collector | 7 | 7 | 10 | 12 | 15 | 15 | 24 | 46 | 57 | 104 | 96 | 135 | 206 | 171 | 155 | 172 | 215 | 226 | 412 | 539 |
| active material lithium | 17 | 24 | 16 | 28 | 27 | 36 | 36 | 43 | 48 | 65 | 100 | 168 | 256 | 183 | 225 | 255 | 222 | 177 | 160 | 266 |
| power supply device | 11 | 3 | 25 | 7 | 20 | 28 | 35 | 28 | 84 | 60 | 80 | 140 | 227 | 259 | 285 | 222 | 228 | 256 | 281 | 348 |
| anode active material | 6 | 2 | 4 | 15 | 14 | 20 | 58 | 61 | 65 | 55 | 77 | 80 | 92 | 113 | 211 | 108 | 74 | 117 | 166 | 175 |
| power storage unit | 2 | 7 | 6 | 10 | 0 | 5 | 0 | 27 | 49 | 21 | 24 | 15 | 96 | 34 | 101 | 56 | 42 | 75 | 59 | 93 |
| plurality battery cell | 3 | 1 | 3 | 1 | 7 | 9 | 10 | 28 | 26 | 29 | 32 | 135 | 175 | 229 | 177 | 206 | 212 | 232 | 314 | 351 |
| current collector electrode | 5 | 8 | 6 | 4 | 8 | 11 | 12 | 27 | 37 | 45 | 56 | 127 | 113 | 114 | 138 | 97 | 137 | 138 | 217 | 323 |
| cathode active material | 6 | 10 | 23 | 31 | 9 | 28 | 59 | 49 | 44 | 64 | 92 | 79 | 146 | 168 | 199 | 182 | 168 | 198 | 211 | 247 |
| power supply unit | 6 | 15 | 20 | 9 | 8 | 24 | 41 | 36 | 75 | 25 | 50 | 93 | 132 | 166 | 155 | 137 | 115 | 134 | 133 | 109 |
| wireless power transmission | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 13 | 23 | 33 | 115 | 105 | 183 | 172 | 154 | 223 | 143 | 148 |
| power receiving device | 0 | 0 | 0 | 0 | 3 | 5 | 0 | 6 | 3 | 35 | 20 | 39 | 71 | 116 | 172 | 109 | 81 | 88 | 118 | 90 |
| electrode mixture layer | 0 | 0 | 0 | 3 | 0 | 0 | 4 | 14 | 25 | 38 | 26 | 56 | 87 | 93 | 89 | 111 | 151 | 98 | 170 | 219 |
| power supply system | 7 | 20 | 25 | 18 | 27 | 21 | 32 | 52 | 47 | 59 | 82 | 150 | 187 | 162 | 165 | 145 | 166 | 185 | 218 | 241 |
| energy storage unit | 1 | 1 | 21 | 1 | 4 | 7 | 20 | 16 | 26 | 47 | 43 | 81 | 78 | 78 | 44 | 94 | 92 | 101 | 201 | 176 |
| electrical energy storage | 1 | 3 | 10 | 15 | 18 | 3 | 16 | 38 | 15 | 28 | 52 | 32 | 89 | 116 | 74 | 77 | 79 | 100 | 125 | 153 |
| material lithium ion | 5 | 10 | 3 | 13 | 5 | 17 | 12 | 18 | 23 | 33 | 63 | 106 | 162 | 134 | 153 | 181 | 142 | 125 | 126 | 140 |
| solid electrolyte layer | 5 | 2 | 1 | 0 | 3 | 0 | 3 | 3 | 19 | 11 | 21 | 48 | 46 | 92 | 43 | 70 | 68 | 105 | 126 | 208 |
| battery management system | 0 | 3 | 3 | 1 | 2 | 3 | 11 | 30 | 39 | 20 | 22 | 61 | 91 | 113 | 97 | 147 | 107 | 139 | 163 | 185 |
| printed circuit board | 9 | 3 | 8 | 1 | 7 | 16 | 24 | 16 | 13 | 22 | 26 | 48 | 41 | 48 | 31 | 46 | 83 | 41 | 114 | 71 |
| portable electronic device | 7 | 15 | 13 | 27 | 9 | 16 | 39 | 40 | 32 | 86 | 92 | 107 | 80 | 88 | 74 | 98 | 71 | 28 | 41 | 31 |
| energy storage system | 0 | 7 | 0 | 8 | 2 | 11 | 6 | 25 | 35 | 32 | 46 | 93 | 80 | 116 | 121 | 106 | 138 | 165 | 200 | 222 |
| power receiving coil | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 4 | 16 | 5 | 38 | 72 | 122 | 42 | 39 | 46 | 82 | 45 |
| power supply circuit | 10 | 12 | 27 | 14 | 11 | 25 | 12 | 44 | 38 | 26 | 31 | 59 | 71 | 59 | 73 | 37 | 63 | 101 | 100 | 127 |
| transition metal oxide | 3 | 7 | 3 | 9 | 3 | 10 | 20 | 18 | 13 | 28 | 38 | 49 | 54 | 68 | 91 | 132 | 106 | 80 | 83 | 167 |
| power transmission device | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 30 | 27 | 41 | 53 | 92 | 121 | 173 | 96 | 113 | 136 | 134 |
| collector electrode active | 1 | 2 | 4 | 1 | 3 | 6 | 4 | 15 | 13 | 15 | 28 | 68 | 44 | 92 | 109 | 67 | 67 | 72 | 82 | 157 |
| battery electrode active | 5 | 7 | 9 | 13 | 21 | 14 | 22 | 44 | 25 | 36 | 39 | 77 | 128 | 120 | 115 | 133 | 111 | 133 | 102 | 122 |
| dc power supply | 8 | 3 | 5 | 6 | 6 | 11 | 14 | 32 | 11 | 17 | 11 | 44 | 73 | 21 | 51 | 43 | 70 | 41 | 42 | 64 |
| power reception device | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 5 | 9 | 15 | 43 | 80 | 61 | 118 | 75 | 89 | 118 | 74 |
| lithium transition metal | 8 | 16 | 6 | 19 | 24 | 31 | 20 | 19 | 36 | 29 | 42 | 74 | 75 | 82 | 106 | 138 | 112 | 87 | 112 | 138 |
| active material particle | 4 | 6 | 12 | 6 | 14 | 19 | 41 | 32 | 32 | 36 | 38 | 57 | 94 | 93 | 93 | 150 | 161 | 213 | 199 | 164 |
| material lithium secondary | 11 | 22 | 21 | 21 | 33 | 32 | 27 | 27 | 26 | 50 | 54 | 81 | 125 | 105 | 134 | 99 | 102 | 80 | 84 | 130 |
| electric power supply | 2 | 7 | 5 | 10 | 6 | 10 | 16 | 11 | 27 | 19 | 18 | 57 | 41 | 48 | 40 | 83 | 27 | 44 | 52 | 89 |
| wireless power transmitter | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 7 | 8 | 42 | 67 | 106 | 116 | 88 | 152 | 84 | 76 |
| non-aqueous electrolyte battery | 8 | 12 | 6 | 7 | 9 | 14 | 28 | 35 | 33 | 25 | 14 | 53 | 93 | 79 | 43 | 54 | 60 | 89 | 46 | 41 |
| non-aqueous secondary battery | 5 | 7 | 3 | 4 | 12 | 6 | 8 | 15 | 45 | 18 | 14 | 35 | 83 | 65 | 58 | 61 | 54 | 81 | 109 | 78 |
| active material electrode | 27 | 23 | 13 | 15 | 20 | 20 | 32 | 34 | 37 | 40 | 52 | 107 | 119 | 126 | 118 | 161 | 128 | 131 | 123 | 182 |
highest_abs_change_list_abstract_3_scaled[2]
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| copyright jpo ncipi | 5 | 3 | 4 | 11 | 120 | 232 | 138 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| copyright jpo inpit | 11 | 9 | 14 | 18 | 16 | 19 | 86 | 205 | 200 | 215 | 143 | 97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| electrode active material | 91 | 70 | 64 | 102 | 106 | 100 | 123 | 129 | 119 | 127 | 126 | 192 | 185 | 173 | 167 | 179 | 163 | 155 | 143 | 181 |
| lithium secondary battery | 47 | 78 | 64 | 55 | 87 | 82 | 98 | 65 | 50 | 63 | 66 | 66 | 67 | 65 | 62 | 53 | 63 | 44 | 56 | 77 |
| active material layer | 17 | 8 | 26 | 23 | 29 | 61 | 58 | 67 | 54 | 67 | 55 | 71 | 62 | 74 | 63 | 50 | 43 | 60 | 64 | 80 |
| power storage device | 11 | 3 | 6 | 8 | 2 | 5 | 2 | 14 | 28 | 13 | 54 | 32 | 47 | 42 | 45 | 40 | 40 | 62 | 30 | 36 |
| energy storage device | 5 | 35 | 24 | 33 | 26 | 13 | 23 | 33 | 44 | 33 | 44 | 36 | 33 | 49 | 46 | 36 | 47 | 64 | 60 | 59 |
| electrolyte secondary battery | 26 | 23 | 36 | 30 | 50 | 47 | 56 | 55 | 73 | 46 | 33 | 42 | 45 | 36 | 55 | 55 | 53 | 34 | 27 | 37 |
| non-aqueous electrolyte secondary | 25 | 33 | 40 | 39 | 52 | 48 | 56 | 54 | 73 | 48 | 36 | 42 | 45 | 39 | 56 | 55 | 54 | 34 | 26 | 35 |
| lithium ion battery | 15 | 22 | 36 | 26 | 12 | 31 | 30 | 39 | 40 | 43 | 58 | 62 | 70 | 56 | 57 | 67 | 79 | 67 | 73 | 62 |
| secondary battery electrode | 30 | 23 | 19 | 21 | 43 | 52 | 58 | 51 | 38 | 43 | 43 | 56 | 62 | 57 | 48 | 52 | 54 | 52 | 45 | 54 |
| lithium ion secondary | 12 | 25 | 16 | 25 | 26 | 40 | 37 | 34 | 31 | 30 | 49 | 52 | 54 | 56 | 56 | 65 | 48 | 41 | 30 | 31 |
| power supply device | 11 | 3 | 22 | 6 | 16 | 18 | 18 | 13 | 34 | 21 | 24 | 27 | 34 | 35 | 36 | 29 | 29 | 30 | 29 | 32 |
| ion secondary battery | 10 | 21 | 13 | 19 | 25 | 37 | 35 | 34 | 30 | 29 | 48 | 51 | 49 | 55 | 54 | 61 | 50 | 40 | 31 | 32 |
| cathode active material | 6 | 9 | 20 | 26 | 7 | 18 | 30 | 23 | 18 | 23 | 27 | 15 | 22 | 23 | 25 | 24 | 21 | 23 | 22 | 22 |
| hydrogen storage alloy | 18 | 31 | 19 | 4 | 15 | 24 | 12 | 14 | 2 | 12 | 7 | 5 | 2 | 1 | 1 | 3 | 0 | 0 | 1 | 1 |
| portable electronic device | 7 | 13 | 11 | 23 | 7 | 10 | 20 | 19 | 13 | 31 | 27 | 21 | 12 | 12 | 9 | 13 | 9 | 3 | 4 | 3 |
| power supply unit | 6 | 13 | 18 | 8 | 6 | 15 | 21 | 17 | 30 | 9 | 15 | 18 | 20 | 22 | 20 | 18 | 15 | 16 | 14 | 10 |
| power storage unit | 2 | 6 | 5 | 8 | 0 | 3 | 0 | 13 | 20 | 7 | 7 | 3 | 14 | 5 | 13 | 7 | 5 | 9 | 6 | 8 |
| anode active material | 6 | 2 | 4 | 13 | 11 | 13 | 30 | 28 | 26 | 20 | 23 | 16 | 14 | 15 | 27 | 14 | 9 | 14 | 17 | 16 |
| energy storage unit | 1 | 1 | 19 | 1 | 3 | 4 | 10 | 7 | 10 | 17 | 13 | 16 | 12 | 10 | 6 | 12 | 12 | 12 | 21 | 16 |
| active material lithium | 17 | 21 | 14 | 24 | 21 | 23 | 18 | 20 | 19 | 23 | 30 | 33 | 38 | 25 | 28 | 33 | 28 | 21 | 17 | 24 |
| power supply circuit | 10 | 10 | 24 | 12 | 9 | 16 | 6 | 20 | 15 | 9 | 9 | 11 | 11 | 8 | 9 | 5 | 8 | 12 | 10 | 12 |
| electrode current collector | 7 | 6 | 9 | 10 | 12 | 10 | 12 | 21 | 23 | 37 | 28 | 26 | 30 | 23 | 20 | 22 | 27 | 27 | 43 | 49 |
| lead acid battery | 27 | 29 | 19 | 36 | 28 | 17 | 10 | 8 | 19 | 11 | 9 | 11 | 9 | 9 | 10 | 11 | 13 | 12 | 12 | 9 |
| electrical energy storage | 1 | 3 | 9 | 13 | 14 | 2 | 8 | 18 | 6 | 10 | 15 | 6 | 13 | 16 | 9 | 10 | 10 | 12 | 13 | 14 |
| power supply voltage | 9 | 8 | 20 | 6 | 6 | 5 | 9 | 18 | 4 | 6 | 10 | 4 | 4 | 6 | 7 | 5 | 4 | 3 | 4 | 5 |
| material lithium ion | 5 | 9 | 3 | 11 | 4 | 11 | 6 | 8 | 9 | 12 | 19 | 21 | 24 | 18 | 19 | 23 | 18 | 15 | 13 | 13 |
| power supply system | 7 | 17 | 22 | 15 | 21 | 13 | 16 | 24 | 19 | 21 | 24 | 29 | 28 | 22 | 21 | 19 | 21 | 22 | 23 | 22 |
| lithium transition metal | 8 | 14 | 5 | 16 | 19 | 20 | 10 | 9 | 15 | 10 | 12 | 14 | 11 | 11 | 13 | 18 | 14 | 10 | 12 | 13 |
| energy storage system | 0 | 6 | 0 | 7 | 2 | 7 | 3 | 12 | 14 | 11 | 14 | 18 | 12 | 16 | 15 | 14 | 18 | 20 | 21 | 20 |
| printed circuit board | 9 | 3 | 7 | 1 | 5 | 10 | 12 | 7 | 5 | 8 | 8 | 9 | 6 | 6 | 4 | 6 | 11 | 5 | 12 | 6 |
| electrode active substance | 1 | 2 | 9 | 0 | 14 | 10 | 3 | 1 | 1 | 2 | 4 | 4 | 7 | 6 | 11 | 7 | 8 | 4 | 7 | 9 |
| battery electrode active | 5 | 6 | 8 | 11 | 16 | 9 | 11 | 20 | 10 | 13 | 12 | 15 | 19 | 16 | 14 | 17 | 14 | 16 | 11 | 11 |
| non-aqueous secondary battery | 5 | 6 | 3 | 3 | 9 | 4 | 4 | 7 | 18 | 6 | 4 | 7 | 12 | 9 | 7 | 8 | 7 | 10 | 11 | 7 |
| double layer capacitor | 14 | 26 | 23 | 16 | 24 | 24 | 21 | 16 | 5 | 11 | 8 | 6 | 4 | 3 | 4 | 2 | 1 | 1 | 1 | 1 |
| active material particle | 4 | 5 | 11 | 5 | 11 | 12 | 21 | 15 | 13 | 13 | 11 | 11 | 14 | 12 | 12 | 19 | 21 | 25 | 21 | 15 |
| rechargeable lithium battery | 17 | 19 | 9 | 2 | 6 | 7 | 2 | 7 | 8 | 6 | 5 | 10 | 4 | 2 | 7 | 4 | 5 | 1 | 1 | 3 |
| lithium sulfur battery | 0 | 0 | 6 | 6 | 18 | 4 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 4 | 9 | 5 | 15 | 11 | 8 |
| lead storage battery | 0 | 3 | 7 | 10 | 4 | 13 | 6 | 0 | 6 | 4 | 6 | 0 | 5 | 4 | 3 | 4 | 5 | 4 | 3 | 3 |
| plurality battery cell | 3 | 1 | 3 | 1 | 5 | 6 | 5 | 13 | 10 | 10 | 9 | 26 | 26 | 31 | 22 | 27 | 27 | 27 | 32 | 32 |
| current collector electrode | 5 | 7 | 5 | 3 | 6 | 7 | 6 | 13 | 15 | 16 | 17 | 25 | 17 | 15 | 17 | 13 | 17 | 16 | 22 | 29 |
| material secondary battery | 3 | 6 | 2 | 7 | 4 | 6 | 1 | 7 | 5 | 6 | 2 | 3 | 9 | 5 | 4 | 4 | 4 | 11 | 5 | 6 |
| battery electrode assembly | 4 | 1 | 0 | 2 | 3 | 8 | 16 | 15 | 12 | 11 | 6 | 19 | 15 | 13 | 8 | 12 | 13 | 10 | 8 | 7 |
| open circuit voltage | 5 | 8 | 11 | 13 | 16 | 9 | 11 | 12 | 16 | 15 | 4 | 11 | 9 | 10 | 14 | 15 | 12 | 6 | 5 | 6 |
| material lithium secondary | 11 | 19 | 19 | 18 | 26 | 20 | 14 | 13 | 10 | 18 | 16 | 16 | 18 | 14 | 17 | 13 | 13 | 9 | 9 | 12 |
| dc power supply | 8 | 3 | 4 | 5 | 5 | 7 | 7 | 15 | 4 | 6 | 3 | 9 | 11 | 3 | 6 | 6 | 9 | 5 | 4 | 6 |
| transition metal oxide | 3 | 6 | 3 | 8 | 2 | 6 | 10 | 8 | 5 | 10 | 11 | 10 | 8 | 9 | 11 | 17 | 14 | 9 | 9 | 15 |
| voltage secondary battery | 8 | 4 | 9 | 11 | 5 | 13 | 4 | 9 | 5 | 7 | 5 | 9 | 5 | 6 | 5 | 4 | 2 | 3 | 1 | 2 |
| non-aqueous electrolytic solution | 7 | 3 | 12 | 3 | 5 | 6 | 5 | 4 | 5 | 2 | 4 | 4 | 10 | 4 | 4 | 9 | 7 | 6 | 2 | 3 |
beg_or_space = '( +|^)'
end_or_space = '( +|$)'
def search_for_string(string, remove_punctuation):
def remove_punctuation(item):
item = re.sub('[^a-zA-Z]', ' ', item)
return item
feature = 'appln_title'
feature_lg = 'appln_title_lg'
data_this = data[data[feature_lg]=='en']
if remove_punctuation:
result_titles = data_this[data_this[feature].map(lambda x: remove_punctuation(x)).str.contains(string, case=False)][['earliest_publn_year_this_family_id', 'docdb_family_id', feature]]
else:
result_titles = data_this[data_this[feature].str.contains(string, case=False)][['earliest_publn_year_this_family_id', 'docdb_family_id', feature]]
feature = 'appln_abstract'
feature_lg = 'appln_abstract_lg'
data_this = data[data[feature_lg]=='en']
if remove_punctuation:
result_abstracts = data_this[data_this[feature].map(lambda x: remove_punctuation(x)).str.contains(string, case=False)][['earliest_publn_year_this_family_id', 'docdb_family_id', feature]]
else:
result_abstracts = data_this[data_this[feature].str.contains(string, case=False)][['earliest_publn_year_this_family_id', 'docdb_family_id', feature]]
return [result_titles, result_abstracts]
def get_occurence_counts(result):
dicts = []
print_ = ['Titles:', 'Abstracts:']
for i, item in enumerate(result):
dict_ = {}
for year in set(item['earliest_publn_year_this_family_id']):
ids = set(item[item['earliest_publn_year_this_family_id'] == year]['docdb_family_id'])
num_ids = len(ids)
dict_[year] = [num_ids, ids]
#dicts.append(dict_)
print(print_[i])
for year in list(dict_):
print(str(year)+': '+str(dict_[year][0])+' '+str(dict_[year][1]))
print()
circular_economy = search_for_string('circular economy', True)
get_occurence_counts(circular_economy)
Titles:
Abstracts:
2012: 1 {45424723}
artificial_intelligence = search_for_string('artificial intelligence', True)
get_occurence_counts(artificial_intelligence)
Titles:
2019: 1 {68983016}
Abstracts:
2017: 1 {58273994}
2018: 1 {64395568}
2019: 13 {68534112, 68070945, 67775140, 67768556, 68068844, 67806895, 68381807, 68070962, 67950899, 66101653, 68101366, 61873658, 68067835}
AI = search_for_string(beg_or_space+'AI'+end_or_space, True)
/var/folders/c3/ddgk3fbs6w1gm4pg4tfj0d0r0000gn/T/ipykernel_24475/3860805238.py:15: UserWarning: This pattern has match groups. To actually get the groups, use str.extract. result_titles = data_this[data_this[feature].map(lambda x: remove_punctuation(x)).str.contains(string, case=False)][['earliest_publn_year_this_family_id', 'docdb_family_id', feature]] /var/folders/c3/ddgk3fbs6w1gm4pg4tfj0d0r0000gn/T/ipykernel_24475/3860805238.py:24: UserWarning: This pattern has match groups. To actually get the groups, use str.extract. result_abstracts = data_this[data_this[feature].map(lambda x: remove_punctuation(x)).str.contains(string, case=False)][['earliest_publn_year_this_family_id', 'docdb_family_id', feature]]
AI[1]
| earliest_publn_year_this_family_id | docdb_family_id | appln_abstract | |
|---|---|---|---|
| 324300 | 2003 | 27762088 | Disclosed are new Ca, Mg and Ni-containing all... |
| 324301 | 2003 | 27762088 | Disclosed are new Ca, Mg and Ni-containing all... |
| 324302 | 2003 | 27762088 | Disclosed are new Ca, Mg and Ni-containing all... |
| 324297 | 2003 | 27762088 | Disclosed are new Ca, Mg and Ni-containing all... |
| 324298 | 2003 | 27762088 | Disclosed are new Ca, Mg and Ni-containing all... |
| ... | ... | ... | ... |
| 4053596 | 2019 | 68692627 | A mobile robot and drone device configured to ... |
| 4053597 | 2019 | 68692627 | A mobile robot and drone device configured to ... |
| 4053598 | 2019 | 68692627 | A mobile robot and drone device configured to ... |
| 4053599 | 2019 | 68692627 | A mobile robot and drone device configured to ... |
| 4053600 | 2019 | 68692627 | A robot and drone game comprising an electroni... |
508 rows × 3 columns
list(set(AI[1]['appln_abstract']))[6]
'The invention relates to a piece of glass, in particular glass solder, comprising the following components in mol%: P2O5 37-50 mol%, in particular 39-48 mol%, AI2O3 0-14 mol%, in particular 2-12 mol%, B2O3 2-10 mol%, in particular 4-8 mol%, Na2O 0-30 mol%, in particular 0-20 mol%, M2O 0-20 mol%, in particular 12-20 mol%, wherein M can be K, Cs or Rb, Li2O 0-42 mol%, in particular 0-40 mol%, preferably 17-40 mol%, BaO 0-20 mol%, in particular 0-20 mol%, preferably 5-20 mol%, and Bi2O3 0-10 mol%, in particular 1-5 mol%, preferably 2-5 mol%.'
get_occurence_counts(AI)
Titles:
Abstracts:
2016: 4 {54849608, 54010916, 57197533, 57320740}
2017: 4 {56896520, 60784615, 58709628, 60159359}
2018: 2 {64454152, 60182650}
2019: 10 {68070945, 66542054, 67987686, 67768556, 67806895, 68692627, 65015668, 66101653, 67987641, 65723514}
2003: 1 {27762088}
2004: 2 {33490608, 30767881}
2007: 1 {38256395}
2008: 1 {40002286}
2009: 1 {40833651}
2010: 1 {42119831}
2011: 4 {44711897, 42139122, 44937546, 42562666}
2012: 5 {45993992, 45688430, 43901104, 46577617, 46456891}
2013: 8 {47553025, 47089058, 48873338, 47215535, 46147450, 49548859, 47471837, 48128254}
2014: 4 {49753250, 49620027, 51843901, 49301687}
2015: 5 {52991072, 54554597, 49667465, 49949946, 51383742}
industry_4_0 = search_for_string('industry 4.0', False)
get_occurence_counts(industry_4_0)
Titles: Abstracts:
smart_city = search_for_string('smart city', True)
get_occurence_counts(smart_city)
Titles:
Abstracts:
2016: 1 {55653399}
2017: 1 {57983369}
2018: 1 {63445648}